Side quests, tools, experiments

Projects

Things I built out of curiosity rather than for clients. Python tools, ML experiments, web things, and one ambient project that became its own world.

Web · Media

The Assortment ↗

A collection of audiovisual moments. Small pieces of sound and image that don't fit anywhere else. Lives on its own subdomain, opens in a new tab.

Python · API · OOP

openFDA Med Data Tool

A Python tool that queries the openFDA API to retrieve and parse structured medicine data. Built with OOP design to automate CSV report generation for downstream analysis.

ML · Orange

E-Commerce GMV Predictor

Evaluated ten machine-learning models on an e-commerce dataset to predict customer GMV attainment. Compared F1, accuracy, and AUC; produced final predictions and documented limitations.

Finance · Excel

Mutual Fund Analysis

Comparative performance and risk analysis of two flexi-cap mutual funds. Rolling returns, annualised return, std dev, Sharpe, Sortino, Treynor, beta, max drawdown, Jensen's alpha, tracking error, over a 5-year window.

Python · Utility

MP3 Downloader

A small Python utility I built to download audio for offline use. Handy for music sets and reference tracks. Personal use only.

Python · Probability

Weighted Probability Tool

A small experimental tool for working with weighted probability distributions. Built while learning Python to internalise the underlying math.

Looking for the heavier finance work? The Pidilite valuation, football transfer ML, and wealth planning project are on the work projects page.