Status Update

What I'm doing now.

Building & Learning Aberdeen, UK

Last updated: January 2, 2026

Current Focus

The FinTech Roadmap

Bridging the gap between Full-Stack Engineering and Quantitative Analysis.

Quantitative Research

Market Systems
SYS_01ACTIVE

Systematic Investing

Developing rule-based execution systems to minimize emotional bias in trading.

SYS_02ACTIVE

DeFi Intelligence

Auditing smart contract liquidity flows and on-chain tokenomics.

Algo_Engine_v1System Online

Learning Roadmap

Machine Learning Foundations

In Progress (Month 2/6)

Resource: Fast.ai & Andrew Ng

GOAL: Build a sentiment analysis bot for earnings calls.

Market Analysis Study

Deep Dive

Analyzing ETF composition, Market Structure, and backtesting Algorithmic Trading strategies.

In Reading: The Man Who Solved the Market