Vinayak Magdum

AI/ML Engineer with an MSc in Data Science, specializing in LLM application engineering, NLP, and retrieval-augmented systems. Built and shipped a suite of AI systems at Shework covering candidate sourcing, JD generation, resume/JD parsing, candidate fit scoring, interview question generation, and answer evaluation. Experienced in building reliable LLM applications with structured outputs, schema validation, retry/backoff strategies, and graceful degradation. Strong background in document intelligence, prompt engineering, and modular AI system design.