// projects
Things I've built
6 projects spanning healthcare, finance, and legal tech. Each one shipped with real metrics and production-ready code.
Agentic ML System for Investment Execution
Walk-forward ranking-based ML system for ETF execution improving Sharpe-like ratio from 0.32 to 0.35 with automated monthly inference and GenAI reporting.
SLA-CARA: Legal Contract Risk Analysis
RAG pipeline using FAISS and LLMs to classify risks in 1,500+ legal contracts. Legal-BERT embeddings + LLaMA-3 zero-shot reasoning.
EEG Signal Pipeline @ UH Research
AWS-based pipeline for high-frequency EEG signals using wavelet and Hilbert transforms for cognitive state detection.
Weakly Supervised Cell Classification
5-stage deep learning pipeline with attention-based MIL processing 10K+ single-cell crops from 4-channel fluorescence images.
Stock Market Trend Forecasting
XGBoost and Gradient Boosting models for stock market trend forecasting with advanced feature engineering.
Global Health Expenditure Analysis
Interactive Power BI dashboard analyzing health expenditure across 100+ countries with K-Means clustering for policy insights.