Laolu's Projects
Built at TreeHacks ‘25: a full-stack platform where students study with a multilingual TA voice, while teachers orchestrate learning with file‑ingest, auto‑grading, email blasts, Zoom breakdown, and class management. I owned the end‑to‑end architecture: streaming speech, session orchestration, prompt tools, safe eval, and scalable data flows.
Popular Apps
Two resilient scrapers that normalize Nike/StockX catalogs into analytics‑ready CSVs. I built robust selectors, rate‑limit handling, backoff, and schema validation for downstream pipelines.
Terminal game with timers, scoring, and post‑game analytics. I designed efficient word lookups and metrics that surface skill deltas and streak dynamics.
Fully playable terminal Wordle and a solver that achieves >95% success via entropy‑guided guesses and pruned candidate sets. I tuned heuristics for both speed and accuracy.
Campus‑scale lost & found with pgvector image search and CLIP/Gemini verification. I implemented the Supabase schema, auth, vector indexing, and a moderation pipeline that flags fraud in real‑time.
Playable terminal Camel Up with Monte‑Carlo advice. I implemented probability aggregation and expected‑value payouts to guide optimal bets per leg.
Train against algorithmic opponents with leg‑by‑leg feedback. I implemented enumerative hand evaluation and experiment‑based rollouts for situational edge estimates.
Prototype forecasting stack with feature engineering and execution scaffolding. I built modular signal evaluation and a backtest harness; projected ~≈ $150 PnL/min under optimistic assumptions.
Interactive March Madness simulator with varying levels of difficulty