Machine Learning Engineer
ML Systems · Search · Retrieval · Ranking · Agentic AI
Portfolio • LinkedIn • Email • Resume
- M.S. in Computer Science from University of Massachusetts Amherst
- Currently building production AI/ML systems at Trek Health
- AI Research Extern at IBM Research, working on agentic deep research and information retrieval
- Interested in Search, Retrieval, Ranking, Recommendation Systems, and Agentic AI
- Background in predictive modeling, large-scale data systems, and ML infrastructure
- Invited speaker at NODES AI '26 for my work on Agentic GraphRAG
- 2x Hackathon Winner: HackUMass XIII & Hack(H)er413 2026
Predictive ML & Modeling
PyTorch XGBoost Scikit-learn Hugging Face Transformers Feature Engineering Contextual Bandits
Search, Retrieval & RAG
FAISS HNSW BM25 BGE Embeddings SentenceTransformers Vector Search Knowledge Graphs Neo4j Pinecone RAG Retrieval Evaluation
Generative AI & Agents
LangChain LangGraph LlamaIndex OpenAI MCP QLoRA PEFT Tool Calling Agentic Workflows
Data & Databases
SQL Snowflake PostgreSQL MySQL MongoDB Databricks BigQuery dbt ETL/ELT
ML & Data Infrastructure
Apache Spark PySpark Kafka Airflow Hadoop Docker Kubernetes AWS GCP Azure
Languages & Engineering
Python SQL C++ Scala JavaScript TypeScript Node.js React REST APIs
AI Safety & Evaluation
Responsible AI LLM Evaluation Retrieval Evaluation Hallucination Detection
Groundedness Faithfulness Guardrails