Projects

A mix of group research, applied-ML coursework, and personal side projects. Detail pages where there's a real story to tell; everything else links straight to the code.

Research

CAMELS — Multimodal latent space for human–AI interaction
Team · Research

Research project building a real-time multimodal understanding pipeline that fuses what someone is doing on video, the phonemes they're producing, and the prosody of their voice into a single shared latent space, so a conversational AI can react to all three jointly.

Life Expectancy — country-grouped cross-validation
Submitted

When does a 0.95 R² mean your model works, and when does it mean your validation leaked? A WDI panel-data study that started as a coursework project and turned into a methodological correction submitted to IEEE GHTC 2026.

Applied ML

Restaurant Allergen Assistant

Real-time allergen lookup for restaurant staff. Combines OCR for menu ingestion, GPT-3.5 for reasoning, and Retrieval Augmented Generation for grounded allergen lookups.

NYC Electricity Consumption Forecasting

Time-series forecasting of NYC electricity consumption using Facebook Prophet — seasonality decomposition, holiday effects, and forecast evaluation on a held-out period.

Flight Delay Prediction (AWS + Hadoop)

Big-data pipeline analyzing flight delays on AWS with Hadoop, then training classical ML models to predict whether a flight will be delayed.