Machine Learning Engineer & Data Scientist
Building production ML systems — from LLM-powered automation to healthcare AI
- 🎓 M.S. Data Science @ Worcester Polytechnic Institute (WPI) | GPA: 3.9/4.0
- 🏆 Best Data Science Project award winner (1st place out of 20+ teams) — healthcare ML project
- 🏥 5+ years building production ML systems across healthcare, fintech, and IoT
- 🤖 Passionate about LLMs, semantic search, and ML pipeline automation
- 📦 Open-source contributor — published 4 Python packages on PyPI
- 📍 Boston, MA
- LLM-Powered Ticket Routing — Claude API-based system automating 40% of classification workflows, saving ~$700/month in operational costs
- ICD-10 Medical Coding System — Production LLM serving 10+ enterprise healthcare clients, processing 100K+ monthly requests
- Semantic Search Platform — Vector embeddings over 940K healthcare documents, delivering ~$80K/month in operational savings
- ML Document Classifier — Production classifier automating 80% of daily document triage (900+ docs) with 99%+ uptime
- Time-Series Forecasting — PyTorch pipeline predicting equipment failures 30 days in advance
- LoRA Fine-Tuning Pipeline — End-to-end text classification with parameter-efficient fine-tuning and reproducible benchmarking
AI & ML Frameworks
LLMs & Vector Search
Data Engineering & ETL
Production & MLOps
Languages
- 🏥 Deployed production LLM for ICD-10 medical coding serving 10+ enterprise healthcare clients
- 🔍 Built semantic search over 940K documents, saving ~$80K/month in operational costs
- ⚡ Automated 80% of daily document triage with ML classifier (900+ docs/day)
- 📊 Optimized PySpark ETL for 15M+ Medicare records — 75% fewer data scans, 58% faster queries
- 📦 Published 4 open-source Python packages on PyPI for ML pipeline tooling
- 🏆 1st place — WPI Best Data Science Project (Winter 2024)
💬 Let's connect — always happy to chat about ML engineering, LLMs, healthcare AI, or open-source!