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Yash Pankhania
Mid-level AI Engineer specializing in LLMs, RAG, and data engineering
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About
AI Engineer Co-Op at Northeastern University who built a production Patient Persona Chat Bot to help nursing students practice clinical interactions, fine-tuning Llama 3 and integrating a LangChain + Pinecone RAG pipeline deployed on Amazon Bedrock. Emphasizes clinical accuracy and reliability with guardrails, retrieval filtering, and continuous evaluation, and also brings strong data engineering/orchestration experience (Airflow, EMR/PySpark, ADF, dbt, Databricks, Snowflake).
Experience
Education
Key Strengths
- Built and deployed an LLM-powered patient persona chatbot for nursing education (fine-tuned Llama 3 + RAG) on Amazon Bedrock
- Improved student learning outcomes by 30% through clinically grounded conversational AI
- Strong focus on clinical accuracy and hallucination reduction via curated domain data, guardrails, and stricter retrieval filters
- Designs modular AI workflows with measurable success metrics and systematic testing (synthetic + real cases, unit/integration tests)
- Production reliability practices: logging, experiment tracking, CI/CD, drift/failure detection, A/B-style comparisons
- Hands-on orchestration and data pipeline experience (Airflow scheduling, PySpark on EMR; ADF/dbt with Databricks & Snowflake)
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