I'm Jinank, a machine learning researcher at SUNY Poly. I turn ML prototypes into production systems that ship, scale, and stay reliable. Right now I'm focused on agentic AI, RAG pipelines, and making LLMs work in the real world, not just demos.
Over 8 years I've built end-to-end ML systems, from data pipelines to deployment and monitoring. I've also mentored student cohorts and led the IEEE Student Branch at SUNY.
Ask me about production ML systems, RAG pipelines, NLP and LLMs, MLOps and deployment, and moving AI from research to production.
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