/PLAYGROUND

A Chrome extension that audits your attention, learns your personal focus patterns with a from-scratch classifier, and blocks distractions before you reach them. Fully local.

Agentic system that turns an earnings-call transcript into a verified investment thesis, with every claim grounded in an exact quote from the call.

Interactive simulation modeling drone vs. autonomous ground vehicle delivery coverage across greater Doha's census zones. A curiosity project after Snoonu's robotics announcement.

An isolation forest built from scratch that flags genuinely mispriced Madrid rentals, under and over priced given their location, size, condition and features, from live scraped listings.

A from-scratch system-dynamics model of how one delay at a hub cascades through the European flight network. No graph libraries, just the operational logic that makes delays compound.

Data-driven UFC rankings that update after every event, plus a matchup predictor and a bad-decision detector. Replaces media-voted rankings with an algorithm

Benchmarking Congressional stock trades against the S&P 500, scored by committee conflicts of interest.

A from-scratch adversarial attack that flips a financial-news sentiment model from bullish to bearish by editing a single character. FGSM and HotFlip in pure NumPy.

Agentic RAG pipeline that fact-checks viral tech claims by cross-referencing news articles against primary academic sources on ArXiv.

Predictive model assessing the environmental and economic impacts of SAF adoption in the aviation industry.