Applied AI Researcher | Katalon & UoL<\/title>\n\n \n <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n <link\n href=\"https:\/\/fonts.googleapis.com\/css2?family=JetBrains+Mono:wght@100..800&family=Inter:wght@300;400;600;800&display=swap\"\n rel=\"stylesheet\">\n\n \n <script src=\"https:\/\/cdn.tailwindcss.com\"><\/script>\n\n \n <link rel=\"stylesheet\" href=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/font-awesome\/6.4.0\/css\/all.min.css\">\n\n <script>\n tailwind.config = {\n theme: {\n extend: {\n colors: {\n 'mit-red': '#A31F34',\n 'mit-gray': '#8A8B8C',\n 'tech-black': '#050505',\n 'tech-panel': '#0F0F11',\n 'robot-blue': '#E0E0E0',\n 'hud-cyan': '#00B8D4',\n },\n fontFamily: {\n 'sans': ['\"Inter\"', 'sans-serif'],\n 'mono': ['\"JetBrains Mono\"', 'monospace'],\n },\n backgroundImage: {\n 'grid-pattern': \"linear-gradient(to right, #1f1f1f 1px, transparent 1px), linear-gradient(to 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}\n\n \/* The Bracket Corners *\/\n .hud-card::before,\n .hud-card::after {\n content: '';\n position: absolute;\n width: 10px;\n height: 10px;\n border: 1px solid transparent;\n transition: all 0.3s ease;\n z-index: 2;\n }\n\n .hud-card::before {\n top: -1px;\n left: -1px;\n border-top-color: #555;\n border-left-color: #555;\n }\n\n .hud-card::after {\n bottom: -1px;\n right: -1px;\n border-bottom-color: #555;\n border-right-color: #555;\n }\n\n .hud-card:hover {\n border-color: #A31F34;\n transform: translateY(-2px);\n box-shadow: 0 10px 30px -10px rgba(163, 31, 52, 0.2);\n }\n\n .hud-card:hover::before,\n .hud-card:hover::after {\n width: 100%;\n height: 100%;\n border-color: #A31F34;\n }\n\n \/* Scanning Line Animation *\/\n .scan-line {\n width: 100%;\n height: 2px;\n background: linear-gradient(to right, transparent, #A31F34, transparent);\n position: absolute;\n top: 0;\n left: 0;\n animation: scan 3s linear infinite;\n opacity: 0.5;\n z-index: 1;\n }\n\n @keyframes scan {\n 0% {\n top: 0%;\n opacity: 0;\n }\n\n 10% {\n opacity: 1;\n }\n\n 90% {\n opacity: 1;\n }\n\n 100% {\n top: 100%;\n opacity: 0;\n }\n }\n\n \/* Research File Folder Tab *\/\n .file-tab {\n clip-path: polygon(0 0, 100% 0, 90% 100%, 0% 100%);\n }\n <\/style>\n<\/head>\n\n<body class=\"bg-tech-black text-gray-300 font-sans antialiased overflow-x-hidden\">\n\n \n <div id=\"grid-bg\" class=\"tech-grid\"><\/div>\n\n\n\n\n\n \n <nav class=\"fixed right-8 top-1\/2 -translate-y-1\/2 z-40 hidden md:flex flex-col gap-8 items-end\">\n \n <div class=\"absolute top-0 bottom-0 right-[3px] w-px bg-gray-800 -z-10\"><\/div>\n\n \n <a href=\"#hypothesis\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">01_HYPOTHESIS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#lab-data\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">02_EXP_DATA<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#institute\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">03_INSTITUTE<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#research\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">04_LOGS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#comms\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">05_COMMS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n <\/nav>\n\n \n <section class=\"relative z-10 min-h-screen flex items-center justify-center pt-16\">\n <div class=\"max-w-5xl mx-auto px-6 grid md:grid-cols-5 gap-12 items-center\">\n\n \n <div class=\"md:col-span-3 space-y-6\">\n <div class=\"inline-flex items-center gap-2 border border-mit-red\/30 bg-mit-red\/5 px-3 py-1 rounded-sm\">\n <span class=\"w-2 h-2 bg-mit-red rounded-full animate-pulse\"><\/span>\n <span class=\"font-mono text-xs text-mit-red tracking-widest\">SYSTEM ONLINE<\/span>\n <\/div>\n\n <h1 class=\"text-5xl md:text-7xl font-bold text-white leading-tight tracking-tight\">\n Engineering <br>\n <span class=\"scramble-text text-transparent bg-clip-text bg-gradient-to-r from-gray-100 to-gray-500\"\n data-final=\"Intelligence.\">Intelligence.<\/span>\n <\/h1>\n\n <p class=\"text-xl text-gray-400 font-light max-w-lg leading-relaxed border-l-2 border-mit-red pl-6\">\n Applied AI Researcher bridging <span class=\"text-white font-medium\">Computer Science<\/span>, <span\n class=\"text-white font-medium\">Finance<\/span> & <span\n class=\"text-white font-medium\">Economics<\/span>.\n <\/p>\n\n <div class=\"space-y-4 pt-4 max-w-lg\">\n \n <div class=\"grid grid-cols-2 gap-4\">\n <a href=\"#research\"\n class=\"flex items-center justify-center gap-2 bg-white text-black font-mono font-bold text-sm px-4 py-4 hover:bg-mit-red hover:text-white transition-colors h-full\">\n READ LOGS <i class=\"fa-solid fa-arrow-right\"><\/i>\n <\/a>\n\n <a href=\"#\"\n class=\"flex items-center justify-center gap-2 font-mono font-bold text-sm text-gray-400 border border-gray-700 px-4 py-4 hover:border-mit-red hover:text-mit-red transition-all group h-full\">\n <i class=\"fa-solid fa-download group-hover:animate-bounce\"><\/i>\n DOWNLOAD_CV\n <\/a>\n <\/div>\n\n \n <div\n class=\"w-full border border-gray-700 bg-tech-panel\/30 px-6 py-4 flex items-center justify-between font-mono text-xs text-gray-400\">\n <nav class=\"flex gap-6 w-full justify-start overflow-x-auto no-scrollbar items-center\">\n <a href=\"#hypothesis\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">01<\/span> HYPOTHESIS\n <\/a>\n <a href=\"#lab-data\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">02<\/span> DATA\n <\/a>\n <a href=\"#institute\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">03<\/span> INSTITUTE\n <\/a>\n <a href=\"#research\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">04<\/span> LOGS\n <\/a>\n <a href=\"#comms\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">05<\/span> COMMS\n <\/a>\n <\/nav>\n\n \n <div class=\"w-2 h-4 bg-mit-red\/50 animate-pulse hidden md:block flex-shrink-0 ml-4\"><\/div>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"md:col-span-2 relative\">\n <div class=\"hud-card p-6 h-80 flex flex-col justify-between\">\n <div class=\"scan-line\"><\/div>\n <div class=\"font-mono text-xs text-mit-red mb-2\">\n > CURRENT_STATUS: OPERATIONAL<br>\n > LOCATION: KATALON LABS<br>\n > EDUCATION: UNIVERSITY OF LONDON\n <\/div>\n\n \n <div class=\"flex gap-1 items-end h-32 mb-4 opacity-50\">\n <div class=\"w-4 bg-gray-700 h-[40%] animate-pulse\"><\/div>\n <div class=\"w-4 bg-mit-red h-[70%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[50%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[30%]\"><\/div>\n <div class=\"w-4 bg-white h-[90%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[60%]\"><\/div>\n <\/div>\n\n <div class=\"border-t border-gray-700 pt-4 font-mono text-[10px] text-gray-500\">\n ID: APPLIED_AI_RESEARCHER<br>\n FOCUS: APPLIED_AI_OPTIMIZATION\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"hypothesis\" class=\"relative z-10 py-24 bg-tech-panel\/80 border-y border-gray-800\">\n <div class=\"max-w-6xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"01 \/\/ THE HYPOTHESIS\">01 \/\/ THE HYPOTHESIS<\/h2>\n <div class=\"hidden md:block h-px bg-gray-800 w-1\/2\"><\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-2 gap-16\">\n <div class=\"font-light text-lg text-gray-400 space-y-6\">\n <p>\n <strong class=\"text-white\">The problem:<\/strong> Technology often lives in isolation\u2014brilliant\n code without business context, financial models without scalable infrastructure.\n <\/p>\n <p>\n <strong class=\"text-white\">My approach:<\/strong> I call it <span\n class=\"text-mit-red italic\">\"Fingerspitzengef\u00fchl\"<\/span>\u2014an intuitive feel for both the\n technical \"how\" and the economic \"why.\" With dual degrees in <span class=\"text-white\">Computer\n Science<\/span> (UoL) and <span class=\"text-white\">Economics & Finance<\/span> (LSE), I build\n AI systems that don't just work\u2014they understand why they matter.\n <\/p>\n <p>\n <strong class=\"text-white\">Why automate?<\/strong> \"Why do it the hard way when we can let AI\n handle the heavy lifting?\" At <span class=\"text-mit-red\">Katalon<\/span>, I translate this\n philosophy into production-ready automation that frees humans for the creative work.\n <\/p>\n <\/div>\n\n \n <div class=\"grid grid-cols-2 gap-4\">\n <div\n class=\"hud-card p-6 flex flex-col justify-center transform hover:scale-105 transition-transform duration-300\">\n <i class=\"fa-solid fa-brain text-2xl text-mit-red mb-4\"><\/i>\n <div class=\"text-3xl font-bold text-white font-mono\">LLM<\/div>\n <div class=\"text-xs text-gray-500 font-mono mt-1\">AGENTS & AUTOMATION<\/div>\n <\/div>\n <div\n class=\"hud-card p-6 flex flex-col justify-center transform hover:scale-105 transition-transform duration-300\">\n <i class=\"fa-solid fa-chart-pie text-2xl text-white mb-4\"><\/i>\n <div class=\"text-3xl font-bold text-white font-mono\">QUANT<\/div>\n <div class=\"text-xs text-gray-500 font-mono mt-1\">FINANCIAL ANALYSIS<\/div>\n <\/div>\n <div class=\"hud-card p-6 flex flex-col justify-center col-span-2\">\n <div class=\"flex justify-between items-end mb-2\">\n <span class=\"font-mono text-xs text-gray-500\">DIGITAL TRANSFORMATION<\/span>\n <span class=\"font-mono text-mit-red text-xs\">OPTIMIZED<\/span>\n <\/div>\n <div class=\"w-full bg-gray-800 h-1 overflow-hidden\">\n <div class=\"bg-white h-1 w-[0%] animate-loading-bar\"><\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"lab-data\" class=\"relative z-10 py-24\">\n <div class=\"max-w-5xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"02 \/\/ EXPERIMENTAL DATA\">02 \/\/ EXPERIMENTAL DATA<\/h2>\n <div class=\"font-mono text-xs text-gray-500\">LOG_ACCESS: GRANTED<\/div>\n <\/div>\n\n <div class=\"space-y-8\">\n\n \n <div class=\"hud-card p-8 group\">\n <div\n class=\"absolute top-0 right-0 p-4 font-mono text-xs text-mit-red opacity-0 group-hover:opacity-100 transition-opacity\">\n STATUS: ACTIVE\n <\/div>\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-2xl font-bold text-white\">Applied AI Researcher <span\n class=\"font-light text-gray-500\">| ITDx<\/span><\/h3>\n <span class=\"font-mono text-sm text-mit-red\">JUL 2025 - PRESENT<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-400 mb-6 uppercase tracking-widest\">Katalon \/\/\n <\/div>\n\n <ul class=\"space-y-3 text-gray-400 font-light\">\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-mit-red mt-1.5 text-xs\"><\/i>\n <span>Engineered <strong class=\"text-white\">LLM automation agents<\/strong>, reducing Ops\n manual processing time by <strong class=\"text-white\">30%<\/strong>.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-mit-red mt-1.5 text-xs\"><\/i>\n <span>Conducted <strong class=\"text-white\">Quantitative Analysis<\/strong> on tool\n efficiency, driving data-backed licensing consolidation.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n \n <div class=\"hud-card p-8 group border-green-500\/30\">\n <div\n class=\"absolute top-0 right-0 p-4 font-mono text-xs text-green-400 opacity-0 group-hover:opacity-100 transition-opacity\">\n STATUS: ACTIVE\n <\/div>\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-2xl font-bold text-white\">Founder <span class=\"font-light text-gray-500\">|\n SeedWisely<\/span><\/h3>\n <span class=\"font-mono text-sm text-green-400\">NOV 2025 - PRESENT<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-400 mb-6 uppercase tracking-widest\">FinTech Startup \/\/\n <\/div>\n\n <ul class=\"space-y-3 text-gray-400 font-light\">\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Architected a <strong class=\"text-white\">multi-platform solution<\/strong> from scratch\n using <strong class=\"text-white\">Flutter & Python<\/strong>.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Leveraged <strong class=\"text-white\">AI\/Automation<\/strong> to solve daily user pain\n points, from concept to live product.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Orchestrated a lean, distributed team using <strong class=\"text-white\">async\n workflows<\/strong> for consistent sprint delivery.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n \n <div class=\"hud-card p-8 group border-gray-800 bg-transparent\">\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-xl font-bold text-gray-300\">IT Operations Engineer<\/h3>\n <span class=\"font-mono text-sm text-gray-600\">OCT 2024 - JUL 2025<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-500 mb-6 uppercase tracking-widest\">Katalon \/\/\n Infrastructure<\/div>\n\n <ul class=\"space-y-3 text-gray-500 font-light\">\n <li class=\"flex items-start gap-3\">\n <i class=\"fa-solid fa-caret-right text-gray-700 mt-1.5 text-xs\"><\/i>\n <span>Automated device management via Python\/Bash scripts, reducing onboarding latency from\n 48h to <strong class=\"text-gray-400\">2h<\/strong>.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"institute\" class=\"relative z-10 py-24 bg-tech-panel\/80 border-y border-gray-800\">\n <div class=\"max-w-5xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"03 \/\/ THE INSTITUTE\">03 \/\/ THE INSTITUTE<\/h2>\n <div class=\"font-mono text-xs text-gray-500\">ACADEMIC_RECORDS<\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-3 gap-6\">\n \n <div class=\"hud-card p-8 border-mit-red\/50\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-white flex items-center justify-center font-bold text-black text-sm tracking-tighter font-mono\">\n MIT<\/div>\n <span class=\"font-mono text-xs text-mit-red border border-mit-red px-2 py-1\">DEC 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">MIT Sloan School of Management<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">Pre-Master Programme<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-mit-red\/10 text-mit-red px-2 py-1\">Data Science<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Finance<\/span>\n <\/div>\n <\/div>\n\n \n <div class=\"hud-card p-8\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-gray-800 flex items-center justify-center font-bold text-white text-sm font-serif tracking-tight\">\n LSE<\/div>\n <span class=\"font-mono text-xs text-green-400 border border-green-400\/50 px-2 py-1\">2023<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">London School of Economics<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">BSc Economics and Finance<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Macro\/Micro<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Econometrics<\/span>\n <\/div>\n <\/div>\n\n \n <div class=\"hud-card p-8\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-gray-800 flex items-center justify-center font-bold text-white text-sm font-serif\">\n UoL<\/div>\n <span class=\"font-mono text-xs text-gray-500 border border-gray-700 px-2 py-1\">2022-2026<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">University of London<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">BSc Computer Science<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Algorithms<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Machine Learning<\/span>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"research\" class=\"relative z-10 py-24\">\n <div class=\"max-w-6xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"04 \/\/ RESEARCH LOGS\">04 \/\/ RESEARCH LOGS<\/h2>\n <div class=\"flex gap-2 font-mono text-xs\">\n <span class=\"text-mit-red\">[ENCRYPTED]<\/span>\n <span class=\"text-gray-500\">SORT: DATE_DESC<\/span>\n <\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-3 gap-6\">\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8821A\n <\/div>\n <i\n class=\"fa-solid fa-network-wired text-4xl text-gray-800 group-hover:text-mit-red\/50 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span class=\"text-[10px] font-mono bg-mit-red\/10 text-mit-red px-2 py-1\">AI AGENTS<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">OCT 12, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-mit-red transition-colors\">\n Optimizing Context Windows in FinTech LLMs<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n Investigating retrieval-augmented generation (RAG) strategies to handle extensive financial\n reports without losing context fidelity.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-mit-red pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8822B\n <\/div>\n <i\n class=\"fa-solid fa-chart-line text-4xl text-gray-800 group-hover:text-white\/20 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span\n class=\"text-[10px] font-mono bg-blue-900\/20 text-blue-400 px-2 py-1\">ECONOMETRICS<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">SEP 28, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-blue-400 transition-colors\">The\n Alpha in Algorithms<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n A quantitative analysis of market volatility prediction using LSTM networks versus\n traditional GARCH models.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-blue-400 pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8823C\n <\/div>\n <i\n class=\"fa-solid fa-robot text-4xl text-gray-800 group-hover:text-green-500\/20 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span\n class=\"text-[10px] font-mono bg-green-900\/20 text-green-400 px-2 py-1\">AUTOMATION<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">AUG 15, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-green-400 transition-colors\">\n Building the \"Self-Healing\" IT Infrastructure<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n How I used Python scripts and Jamf webhooks to create an automated remediation loop for 500+\n endpoints.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-green-400 pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n <\/div>\n <\/div>\n <\/section>\n\n \n <footer id=\"comms\" class=\"relative z-10 py-16 text-center border-t border-gray-800\">\n <div class=\"max-w-2xl mx-auto px-6\">\n <h2 class=\"font-mono text-lg text-mit-red mb-6 cursor-blink\">> ESTABLISH_CONNECTION_<\/h2>\n <p class=\"text-gray-400 mb-8 font-light\">\n Research inquiries, collaboration proposals, or discussion on the intersection of AI and Finance.\n <\/p>\n <a href=\"https:\/\/www.linkedin.com\/in\/jacksonwilliamdavies\/\"\n class=\"inline-block bg-white text-black font-bold font-mono px-8 py-4 hover:bg-gray-200 transition-colors\">\n SEND_TRANSMISSION()\n <\/a>\n\n <div class=\"mt-12 flex justify-center space-x-8 text-2xl text-gray-600\">\n <a href=\"https:\/\/www.linkedin.com\/in\/jacksonwilliamdavies\/\"\n class=\"hover:text-white transition-colors\"><i class=\"fa-brands fa-linkedin\"><\/i><\/a>\n <a href=\"#\" class=\"hover:text-white transition-colors\"><i class=\"fa-brands fa-github\"><\/i><\/a>\n <\/div>\n\n <div class=\"mt-12 font-mono text-[10px] text-gray-700 uppercase tracking-widest\">\n System Status: Nominal<br>\n Design: Jackson William Davies\n <\/div>\n <\/div>\n <\/footer>\n\n <script>\n \/\/ --- 1. TEXT SCRAMBLE ANIMATION ---\n class TextScramble {\n constructor(el) {\n this.el = el;\n this.chars = '!<>-_\\\\\/[]{}\u2014=+*^?#________';\n this.update = this.update.bind(this);\n }\n setText(newText) {\n const oldText = this.el.innerText;\n const length = Math.max(oldText.length, newText.length);\n const promise = new Promise((resolve) => this.resolve = resolve);\n this.queue = [];\n for (let i = 0; i < length; i++) {\n const from = oldText[i] || '';\n const to = newText[i] || '';\n const start = Math.floor(Math.random() * 40);\n const end = start + Math.floor(Math.random() * 40);\n this.queue.push({ from, to, start, end });\n }\n cancelAnimationFrame(this.frameRequest);\n this.frame = 0;\n this.update();\n return promise;\n }\n update() {\n let output = '';\n let complete = 0;\n for (let i = 0, n = this.queue.length; i < n; i++) {\n let { from, to, start, end, char } = this.queue[i];\n if (this.frame >= end) {\n complete++;\n output += to;\n } else if (this.frame >= start) {\n if (!char || Math.random() < 0.28) {\n char = this.randomChar();\n this.queue[i].char = char;\n }\n output += `<span class=\"text-mit-red\">${char}<\/span>`;\n } else {\n output += from;\n }\n }\n this.el.innerHTML = output;\n if (complete === this.queue.length) {\n this.resolve();\n } else {\n this.frameRequest = requestAnimationFrame(this.update);\n this.frame++;\n }\n }\n randomChar() {\n return this.chars[Math.floor(Math.random() * this.chars.length)];\n }\n }\n\n \/\/ --- 2. 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Applied AI Researcher bridging Computer Science, Finance & Economics. <!– Buttons Row –> <a href=”#research” > READ LOGS <\/a> <a href=”#” > DOWNLOAD_CV <\/a> <!– Navigation Bar (converted from Skill Bar) –> <nav> <a href=”#hypothesis” > 01 HYPOTHESIS <\/a> […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_eb_attr":"","_crdt_document":"","_uag_custom_page_level_css":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"footnotes":""},"class_list":["post-10326","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"JacksonNguyen","author_link":"https:\/\/jacksondavies.me\/?author=1"},"uagb_comment_info":0,"uagb_excerpt":"Applied AI Researcher | Katalon & UoL 01_HYPOTHESIS 02_EXP_DATA 03_INSTITUTE 04_LOGS 05_COMMS SYSTEM ONLINE Engineering Intelligence. Applied AI Researcher bridging Computer Science, Finance & Economics.  <a href=\"#research\" > READ LOGS <\/a> <a href=\"#\" > DOWNLOAD_CV <\/a>  <nav> <a href=\"#hypothesis\" > 01 HYPOTHESIS <\/a>…","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/pages\/10326","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jacksondavies.me\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10326"}],"version-history":[{"count":5,"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/pages\/10326\/revisions"}],"predecessor-version":[{"id":10352,"href":"https:\/\/jacksondavies.me\/index.php?rest_route=\/wp\/v2\/pages\/10326\/revisions\/10352"}],"wp:attachment":[{"href":"https:\/\/jacksondavies.me\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

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\n\t\t\t\t\t\n\n\n\n \n \n Applied AI Researcher | Katalon & UoL<\/title>\n\n \n <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n <link\n href=\"https:\/\/fonts.googleapis.com\/css2?family=JetBrains+Mono:wght@100..800&family=Inter:wght@300;400;600;800&display=swap\"\n rel=\"stylesheet\">\n\n \n <script src=\"https:\/\/cdn.tailwindcss.com\"><\/script>\n\n \n <link rel=\"stylesheet\" href=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/font-awesome\/6.4.0\/css\/all.min.css\">\n\n <script>\n tailwind.config = {\n theme: {\n extend: {\n colors: {\n 'mit-red': '#A31F34',\n 'mit-gray': '#8A8B8C',\n 'tech-black': '#050505',\n 'tech-panel': '#0F0F11',\n 'robot-blue': '#E0E0E0',\n 'hud-cyan': '#00B8D4',\n },\n fontFamily: {\n 'sans': ['\"Inter\"', 'sans-serif'],\n 'mono': ['\"JetBrains Mono\"', 'monospace'],\n },\n backgroundImage: {\n 'grid-pattern': \"linear-gradient(to right, #1f1f1f 1px, 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z-index: 1;\n }\n\n @keyframes scan {\n 0% {\n top: 0%;\n opacity: 0;\n }\n\n 10% {\n opacity: 1;\n }\n\n 90% {\n opacity: 1;\n }\n\n 100% {\n top: 100%;\n opacity: 0;\n }\n }\n\n \/* Research File Folder Tab *\/\n .file-tab {\n clip-path: polygon(0 0, 100% 0, 90% 100%, 0% 100%);\n }\n <\/style>\n<\/head>\n\n<body class=\"bg-tech-black text-gray-300 font-sans antialiased overflow-x-hidden\">\n\n \n <div id=\"grid-bg\" class=\"tech-grid\"><\/div>\n\n\n\n\n\n \n <nav class=\"fixed right-8 top-1\/2 -translate-y-1\/2 z-40 hidden md:flex flex-col gap-8 items-end\">\n \n <div class=\"absolute top-0 bottom-0 right-[3px] w-px bg-gray-800 -z-10\"><\/div>\n\n \n <a href=\"#hypothesis\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">01_HYPOTHESIS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#lab-data\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">02_EXP_DATA<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#institute\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">03_INSTITUTE<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#research\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">04_LOGS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n\n \n <a href=\"#comms\" class=\"group flex items-center gap-4\">\n <span\n class=\"text-[10px] font-mono text-gray-500 opacity-0 -translate-x-4 group-hover:opacity-100 group-hover:translate-x-0 transition-all duration-300 bg-tech-black px-2 border border-gray-800\">05_COMMS<\/span>\n <div\n class=\"h-1.5 w-1.5 bg-tech-black border border-gray-600 rotate-45 group-hover:bg-mit-red group-hover:border-mit-red group-hover:scale-150 transition-all duration-300\">\n <\/div>\n <\/a>\n <\/nav>\n\n \n <section class=\"relative z-10 min-h-screen flex items-center justify-center pt-16\">\n <div class=\"max-w-5xl mx-auto px-6 grid md:grid-cols-5 gap-12 items-center\">\n\n \n <div class=\"md:col-span-3 space-y-6\">\n <div class=\"inline-flex items-center gap-2 border border-mit-red\/30 bg-mit-red\/5 px-3 py-1 rounded-sm\">\n <span class=\"w-2 h-2 bg-mit-red rounded-full animate-pulse\"><\/span>\n <span class=\"font-mono text-xs text-mit-red tracking-widest\">SYSTEM ONLINE<\/span>\n <\/div>\n\n <h1 class=\"text-5xl md:text-7xl font-bold text-white leading-tight tracking-tight\">\n Engineering <br>\n <span class=\"scramble-text text-transparent bg-clip-text bg-gradient-to-r from-gray-100 to-gray-500\"\n data-final=\"Intelligence.\">Intelligence.<\/span>\n <\/h1>\n\n <p class=\"text-xl text-gray-400 font-light max-w-lg leading-relaxed border-l-2 border-mit-red pl-6\">\n Applied AI Researcher bridging <span class=\"text-white font-medium\">Computer Science<\/span>, <span\n class=\"text-white font-medium\">Finance<\/span> & <span\n class=\"text-white font-medium\">Economics<\/span>.\n <\/p>\n\n <div class=\"space-y-4 pt-4 max-w-lg\">\n \n <div class=\"grid grid-cols-2 gap-4\">\n <a href=\"#research\"\n class=\"flex items-center justify-center gap-2 bg-white text-black font-mono font-bold text-sm px-4 py-4 hover:bg-mit-red hover:text-white transition-colors h-full\">\n READ LOGS <i class=\"fa-solid fa-arrow-right\"><\/i>\n <\/a>\n\n <a href=\"#\"\n class=\"flex items-center justify-center gap-2 font-mono font-bold text-sm text-gray-400 border border-gray-700 px-4 py-4 hover:border-mit-red hover:text-mit-red transition-all group h-full\">\n <i class=\"fa-solid fa-download group-hover:animate-bounce\"><\/i>\n DOWNLOAD_CV\n <\/a>\n <\/div>\n\n \n <div\n class=\"w-full border border-gray-700 bg-tech-panel\/30 px-6 py-4 flex items-center justify-between font-mono text-xs text-gray-400\">\n <nav class=\"flex gap-6 w-full justify-start overflow-x-auto no-scrollbar items-center\">\n <a href=\"#hypothesis\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">01<\/span> HYPOTHESIS\n <\/a>\n <a href=\"#lab-data\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">02<\/span> DATA\n <\/a>\n <a href=\"#institute\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">03<\/span> INSTITUTE\n <\/a>\n <a href=\"#research\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">04<\/span> LOGS\n <\/a>\n <a href=\"#comms\"\n class=\"flex items-center gap-2 hover:text-mit-red transition-colors whitespace-nowrap\">\n <span class=\"text-mit-red font-bold\">05<\/span> COMMS\n <\/a>\n <\/nav>\n\n \n <div class=\"w-2 h-4 bg-mit-red\/50 animate-pulse hidden md:block flex-shrink-0 ml-4\"><\/div>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"md:col-span-2 relative\">\n <div class=\"hud-card p-6 h-80 flex flex-col justify-between\">\n <div class=\"scan-line\"><\/div>\n <div class=\"font-mono text-xs text-mit-red mb-2\">\n > CURRENT_STATUS: OPERATIONAL<br>\n > LOCATION: KATALON LABS<br>\n > EDUCATION: UNIVERSITY OF LONDON\n <\/div>\n\n \n <div class=\"flex gap-1 items-end h-32 mb-4 opacity-50\">\n <div class=\"w-4 bg-gray-700 h-[40%] animate-pulse\"><\/div>\n <div class=\"w-4 bg-mit-red h-[70%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[50%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[30%]\"><\/div>\n <div class=\"w-4 bg-white h-[90%]\"><\/div>\n <div class=\"w-4 bg-gray-700 h-[60%]\"><\/div>\n <\/div>\n\n <div class=\"border-t border-gray-700 pt-4 font-mono text-[10px] text-gray-500\">\n ID: APPLIED_AI_RESEARCHER<br>\n FOCUS: APPLIED_AI_OPTIMIZATION\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"hypothesis\" class=\"relative z-10 py-24 bg-tech-panel\/80 border-y border-gray-800\">\n <div class=\"max-w-6xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"01 \/\/ THE HYPOTHESIS\">01 \/\/ THE HYPOTHESIS<\/h2>\n <div class=\"hidden md:block h-px bg-gray-800 w-1\/2\"><\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-2 gap-16\">\n <div class=\"font-light text-lg text-gray-400 space-y-6\">\n <p>\n <strong class=\"text-white\">The problem:<\/strong> Technology often lives in isolation\u2014brilliant\n code without business context, financial models without scalable infrastructure.\n <\/p>\n <p>\n <strong class=\"text-white\">My approach:<\/strong> I call it <span\n class=\"text-mit-red italic\">\"Fingerspitzengef\u00fchl\"<\/span>\u2014an intuitive feel for both the\n technical \"how\" and the economic \"why.\" With dual degrees in <span class=\"text-white\">Computer\n Science<\/span> (UoL) and <span class=\"text-white\">Economics & Finance<\/span> (LSE), I build\n AI systems that don't just work\u2014they understand why they matter.\n <\/p>\n <p>\n <strong class=\"text-white\">Why automate?<\/strong> \"Why do it the hard way when we can let AI\n handle the heavy lifting?\" At <span class=\"text-mit-red\">Katalon<\/span>, I translate this\n philosophy into production-ready automation that frees humans for the creative work.\n <\/p>\n <\/div>\n\n \n <div class=\"grid grid-cols-2 gap-4\">\n <div\n class=\"hud-card p-6 flex flex-col justify-center transform hover:scale-105 transition-transform duration-300\">\n <i class=\"fa-solid fa-brain text-2xl text-mit-red mb-4\"><\/i>\n <div class=\"text-3xl font-bold text-white font-mono\">LLM<\/div>\n <div class=\"text-xs text-gray-500 font-mono mt-1\">AGENTS & AUTOMATION<\/div>\n <\/div>\n <div\n class=\"hud-card p-6 flex flex-col justify-center transform hover:scale-105 transition-transform duration-300\">\n <i class=\"fa-solid fa-chart-pie text-2xl text-white mb-4\"><\/i>\n <div class=\"text-3xl font-bold text-white font-mono\">QUANT<\/div>\n <div class=\"text-xs text-gray-500 font-mono mt-1\">FINANCIAL ANALYSIS<\/div>\n <\/div>\n <div class=\"hud-card p-6 flex flex-col justify-center col-span-2\">\n <div class=\"flex justify-between items-end mb-2\">\n <span class=\"font-mono text-xs text-gray-500\">DIGITAL TRANSFORMATION<\/span>\n <span class=\"font-mono text-mit-red text-xs\">OPTIMIZED<\/span>\n <\/div>\n <div class=\"w-full bg-gray-800 h-1 overflow-hidden\">\n <div class=\"bg-white h-1 w-[0%] animate-loading-bar\"><\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"lab-data\" class=\"relative z-10 py-24\">\n <div class=\"max-w-5xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"02 \/\/ EXPERIMENTAL DATA\">02 \/\/ EXPERIMENTAL DATA<\/h2>\n <div class=\"font-mono text-xs text-gray-500\">LOG_ACCESS: GRANTED<\/div>\n <\/div>\n\n <div class=\"space-y-8\">\n\n \n <div class=\"hud-card p-8 group\">\n <div\n class=\"absolute top-0 right-0 p-4 font-mono text-xs text-mit-red opacity-0 group-hover:opacity-100 transition-opacity\">\n STATUS: ACTIVE\n <\/div>\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-2xl font-bold text-white\">Applied AI Researcher <span\n class=\"font-light text-gray-500\">| ITDx<\/span><\/h3>\n <span class=\"font-mono text-sm text-mit-red\">JUL 2025 - PRESENT<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-400 mb-6 uppercase tracking-widest\">Katalon \/\/\n <\/div>\n\n <ul class=\"space-y-3 text-gray-400 font-light\">\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-mit-red mt-1.5 text-xs\"><\/i>\n <span>Engineered <strong class=\"text-white\">LLM automation agents<\/strong>, reducing Ops\n manual processing time by <strong class=\"text-white\">30%<\/strong>.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-mit-red mt-1.5 text-xs\"><\/i>\n <span>Conducted <strong class=\"text-white\">Quantitative Analysis<\/strong> on tool\n efficiency, driving data-backed licensing consolidation.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n \n <div class=\"hud-card p-8 group border-green-500\/30\">\n <div\n class=\"absolute top-0 right-0 p-4 font-mono text-xs text-green-400 opacity-0 group-hover:opacity-100 transition-opacity\">\n STATUS: ACTIVE\n <\/div>\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-2xl font-bold text-white\">Founder <span class=\"font-light text-gray-500\">|\n SeedWisely<\/span><\/h3>\n <span class=\"font-mono text-sm text-green-400\">NOV 2025 - PRESENT<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-400 mb-6 uppercase tracking-widest\">FinTech Startup \/\/\n <\/div>\n\n <ul class=\"space-y-3 text-gray-400 font-light\">\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Architected a <strong class=\"text-white\">multi-platform solution<\/strong> from scratch\n using <strong class=\"text-white\">Flutter & Python<\/strong>.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Leveraged <strong class=\"text-white\">AI\/Automation<\/strong> to solve daily user pain\n points, from concept to live product.<\/span>\n <\/li>\n <li class=\"flex items-start gap-3 group-hover:text-white transition-colors\">\n <i class=\"fa-solid fa-caret-right text-green-400 mt-1.5 text-xs\"><\/i>\n <span>Orchestrated a lean, distributed team using <strong class=\"text-white\">async\n workflows<\/strong> for consistent sprint delivery.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n \n <div class=\"hud-card p-8 group border-gray-800 bg-transparent\">\n <div class=\"flex flex-col md:flex-row md:items-baseline justify-between mb-4\">\n <h3 class=\"text-xl font-bold text-gray-300\">IT Operations Engineer<\/h3>\n <span class=\"font-mono text-sm text-gray-600\">OCT 2024 - JUL 2025<\/span>\n <\/div>\n <div class=\"text-sm font-mono text-gray-500 mb-6 uppercase tracking-widest\">Katalon \/\/\n Infrastructure<\/div>\n\n <ul class=\"space-y-3 text-gray-500 font-light\">\n <li class=\"flex items-start gap-3\">\n <i class=\"fa-solid fa-caret-right text-gray-700 mt-1.5 text-xs\"><\/i>\n <span>Automated device management via Python\/Bash scripts, reducing onboarding latency from\n 48h to <strong class=\"text-gray-400\">2h<\/strong>.<\/span>\n <\/li>\n <\/ul>\n <\/div>\n\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"institute\" class=\"relative z-10 py-24 bg-tech-panel\/80 border-y border-gray-800\">\n <div class=\"max-w-5xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"03 \/\/ THE INSTITUTE\">03 \/\/ THE INSTITUTE<\/h2>\n <div class=\"font-mono text-xs text-gray-500\">ACADEMIC_RECORDS<\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-3 gap-6\">\n \n <div class=\"hud-card p-8 border-mit-red\/50\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-white flex items-center justify-center font-bold text-black text-sm tracking-tighter font-mono\">\n MIT<\/div>\n <span class=\"font-mono text-xs text-mit-red border border-mit-red px-2 py-1\">DEC 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">MIT Sloan School of Management<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">Pre-Master Programme<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-mit-red\/10 text-mit-red px-2 py-1\">Data Science<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Finance<\/span>\n <\/div>\n <\/div>\n\n \n <div class=\"hud-card p-8\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-gray-800 flex items-center justify-center font-bold text-white text-sm font-serif tracking-tight\">\n LSE<\/div>\n <span class=\"font-mono text-xs text-green-400 border border-green-400\/50 px-2 py-1\">2023<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">London School of Economics<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">BSc Economics and Finance<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Macro\/Micro<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Econometrics<\/span>\n <\/div>\n <\/div>\n\n \n <div class=\"hud-card p-8\">\n <div class=\"flex justify-between items-start mb-6\">\n <div\n class=\"w-12 h-12 bg-gray-800 flex items-center justify-center font-bold text-white text-sm font-serif\">\n UoL<\/div>\n <span class=\"font-mono text-xs text-gray-500 border border-gray-700 px-2 py-1\">2022-2026<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-2\">University of London<\/h3>\n <div class=\"text-gray-400 font-mono text-sm mb-4\">BSc Computer Science<\/div>\n <div class=\"flex flex-wrap gap-2\">\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Algorithms<\/span>\n <span class=\"text-xs font-mono bg-gray-900 text-gray-400 px-2 py-1\">Machine Learning<\/span>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section id=\"research\" class=\"relative z-10 py-24\">\n <div class=\"max-w-6xl mx-auto px-6\">\n <div class=\"flex items-center justify-between mb-16\">\n <h2 class=\"scramble-text text-3xl font-bold text-white tracking-tight font-mono\"\n data-final=\"04 \/\/ RESEARCH LOGS\">04 \/\/ RESEARCH LOGS<\/h2>\n <div class=\"flex gap-2 font-mono text-xs\">\n <span class=\"text-mit-red\">[ENCRYPTED]<\/span>\n <span class=\"text-gray-500\">SORT: DATE_DESC<\/span>\n <\/div>\n <\/div>\n\n <div class=\"grid md:grid-cols-3 gap-6\">\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8821A\n <\/div>\n <i\n class=\"fa-solid fa-network-wired text-4xl text-gray-800 group-hover:text-mit-red\/50 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span class=\"text-[10px] font-mono bg-mit-red\/10 text-mit-red px-2 py-1\">AI AGENTS<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">OCT 12, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-mit-red transition-colors\">\n Optimizing Context Windows in FinTech LLMs<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n Investigating retrieval-augmented generation (RAG) strategies to handle extensive financial\n reports without losing context fidelity.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-mit-red pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8822B\n <\/div>\n <i\n class=\"fa-solid fa-chart-line text-4xl text-gray-800 group-hover:text-white\/20 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span\n class=\"text-[10px] font-mono bg-blue-900\/20 text-blue-400 px-2 py-1\">ECONOMETRICS<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">SEP 28, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-blue-400 transition-colors\">The\n Alpha in Algorithms<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n A quantitative analysis of market volatility prediction using LSTM networks versus\n traditional GARCH models.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-blue-400 pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n \n <article class=\"hud-card group cursor-pointer hover:bg-gray-900\/80 transition-colors\">\n <div\n class=\"h-32 bg-gradient-to-br from-gray-900 to-black border-b border-gray-800 p-4 relative overflow-hidden\">\n <div class=\"absolute top-0 right-0 p-2 font-mono text-[10px] text-gray-500\">\n LOG_ID: #8823C\n <\/div>\n <i\n class=\"fa-solid fa-robot text-4xl text-gray-800 group-hover:text-green-500\/20 transition-colors absolute bottom-4 right-4\"><\/i>\n <\/div>\n <div class=\"p-6\">\n <div class=\"flex items-center gap-2 mb-3\">\n <span\n class=\"text-[10px] font-mono bg-green-900\/20 text-green-400 px-2 py-1\">AUTOMATION<\/span>\n <span class=\"text-[10px] font-mono text-gray-500\">AUG 15, 2025<\/span>\n <\/div>\n <h3 class=\"text-xl font-bold text-white mb-3 group-hover:text-green-400 transition-colors\">\n Building the \"Self-Healing\" IT Infrastructure<\/h3>\n <p class=\"text-sm text-gray-400 font-light mb-4 line-clamp-3\">\n How I used Python scripts and Jamf webhooks to create an automated remediation loop for 500+\n endpoints.\n <\/p>\n <span class=\"text-xs font-mono text-white border-b border-green-400 pb-1\">ACCESS_FILE >><\/span>\n <\/div>\n <\/article>\n\n <\/div>\n <\/div>\n <\/section>\n\n \n <footer id=\"comms\" class=\"relative z-10 py-16 text-center border-t border-gray-800\">\n <div class=\"max-w-2xl mx-auto px-6\">\n <h2 class=\"font-mono text-lg text-mit-red mb-6 cursor-blink\">> ESTABLISH_CONNECTION_<\/h2>\n <p class=\"text-gray-400 mb-8 font-light\">\n Research inquiries, collaboration proposals, or discussion on the intersection of AI and Finance.\n <\/p>\n <a href=\"https:\/\/www.linkedin.com\/in\/jacksonwilliamdavies\/\"\n class=\"inline-block bg-white text-black font-bold font-mono px-8 py-4 hover:bg-gray-200 transition-colors\">\n SEND_TRANSMISSION()\n <\/a>\n\n <div class=\"mt-12 flex justify-center space-x-8 text-2xl text-gray-600\">\n <a href=\"https:\/\/www.linkedin.com\/in\/jacksonwilliamdavies\/\"\n class=\"hover:text-white transition-colors\"><i class=\"fa-brands fa-linkedin\"><\/i><\/a>\n <a href=\"#\" class=\"hover:text-white transition-colors\"><i class=\"fa-brands fa-github\"><\/i><\/a>\n <\/div>\n\n <div class=\"mt-12 font-mono text-[10px] text-gray-700 uppercase tracking-widest\">\n System Status: Nominal<br>\n Design: Jackson William Davies\n <\/div>\n <\/div>\n <\/footer>\n\n <script>\n \/\/ --- 1. 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