Aditya Kumar

I've developed AI-powered products including PRISM, a trust-calibration framework for ChatGPT that helps users evaluate AI outputs before acting on them. As a Nextleap Product Management Fellow, I was recognized as a Top Fellow in Cohort 46 and ranked #1 in Creativity of Solution.

For PRISM, I synthesized 34 survey responses, five user interviews, and secondary research to define product opportunities. I delivered opportunity sizing, RICE prioritization, UX flows, wireframes, a North Star Metric, GTM strategy, and a monetization roadmap.

I've also built a restaurant recommendation system using the Groq LLM API, Python, Pandas, and Hugging Face data, along with a RAG-based Groww mutual fund FAQ assistant using ChromaDB and BGE embeddings. These projects use prompt engineering, retrieval, intent routing, guardrails, and context-aware conversations to produce useful, grounded responses.

Previously at Chegg India, I solved 100+ technical questions across data structures, operating systems, DBMS, and programming, writing clear step-by-step explanations for learners worldwide. I also led a six-member team at Smart India Hackathon 2023 to propose a digital export-access platform for MSMEs.