SYSTEM ONLINE

Engineering
Intelligence.

Applied AI Researcher dedicated to weaving LLM Agents & System Automation into the fabric of daily life and work. Driven by a bold, practical philosophy: "Why do it the hard way when we can let AI handle the heavy lifting?"

> CURRENT_STATUS: OPERATIONAL
> LOCATION: KATALON LABS
> EDUCATION: UNIVERSITY OF LONDON
ID: APPLIED_AI_RESEARCHER
FOCUS: APPLIED_AI_OPTIMIZATION

01 // THE HYPOTHESIS

The problem: Technical tools often live in isolation—brilliant AI engines without intuitive user workflows, or complex setups without robust automation support.

My approach: I call it "Fingerspitzengefühl"—an intuitive feel for both the technical AI orchestration and the end-user experience. Blending rigorous fundamentals in Computer Science (UoL) with analytical models from Economics & Finance (LSE), I build AI systems that don't just execute commands—they enrich user capabilities.

Why automate? "Why do it the hard way when we can let AI handle the heavy lifting?" I believe in mixing AI deeply into daily life—not as distant theoretical concepts, but as reliable, silent partners that take over repetitive and complex friction, unlocking human creativity for what truly matters.

LLM
AGENTS & AUTOMATION
MCP
PROTOCOL & INTEGRATION
DIGITAL TRANSFORMATION OPTIMIZED

02 // EXPERIMENTAL DATA

LOG_ACCESS: GRANTED
STATUS: ACTIVE

Applied AI Researcher | ITDx

JUL 2025 - PRESENT
Katalon //
  • Engineered LLM automation agents, reducing Ops manual processing time by 30%.
  • Architected and deployed custom Model Context Protocol (MCP) servers, enabling seamless tool integrations.
STATUS: ACTIVE

Founder | SeedWisely

NOV 2025 - PRESENT
FinTech Startup //
  • Architected a multi-platform solution from scratch using Flutter & Python.
  • Leveraged AI/Automation to solve daily user pain points, from concept to live product.
  • Orchestrated a lean, distributed team using async workflows for consistent sprint delivery.

03 // THE INSTITUTE

ACADEMIC_RECORDS
MIT
DEC 2025

MIT Sloan School of Management

Pre-Master Programme
Data Science Finance
LSE
2023

London School of Economics

BSc Economics and Finance
Macro/Micro Econometrics
UoL
2022-2026

University of London

BSc Computer Science
Algorithms Machine Learning

04 // RESEARCH LOGS

[ONLINE] PORTALS: ACTIVE