Machine Learning Engineer
Search · Retrieval · Ranking · Recommendation · Agentic Systems

Portfolio • LinkedIn • Email • Resume

• M.S. in Computer Science from University of Massachusetts Amherst
• 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