Research
Papers, write-ups, and deep dives.
Minecraft Mod Rat Analysis
Reverse-engineering credential-stealing Minecraft mods — cataloguing attack patterns including session token theft, webhook exfiltration, and browser data harvesting. Built automated detection heuristics.
Read More →Polymarket Arbitrage
Detecting risk-free profit in prediction markets — single-market and cross-market arbitrage, Bayesian reasoning, Kelly criterion, and automated trading bots.
Read on DataStudy →LLM Mock Data Generator
An LLM-powered system that analyses dataset statistics and generates Python code to create privacy-safe, statistically aligned mock data — with retry logic and a Streamlit frontend.
Read on DataStudy →YouTube Shorts Algorithm
Deep dive into how YouTube's Shorts recommendation algorithm works — analysing the path from zero to a million subscribers.
Read on DataStudy →AutoDev: LLM-Driven Developer
An autonomous AI agent using GPT-4o to control an Ubuntu VM via SSH. Multiple iterations improving the AI's capabilities and efficiency in a terminal environment.
Read Report →FMSR: Sales Revenue Analysis
Statistical analysis of sales data for a retail chain — applying quantitative methods to produce actionable revenue improvement recommendations.
View Report →Introduction to Modelling
Data analysis, result presentation, and critical evaluation of quantitative research — demonstrating expertise in data engineering and statistical analysis.
View Report →