Aspiring AI PM. From AAA game delivery to building AI products—LLMs, RAG & agents

github

Nikita Gupta  • Peerlist

<h3>This document is a resume for a Product Manager. It is stored on Google Drive and is presented in a PDF format. The resume likely details the individual's experience, skills, and qualifications relevant to product management roles. It may include sections on work history, education, key achievements, and technical proficiencies. The content is designed to showcase the candidate's suitability for product management positions by highlighting their ability to strategize, develop, and launch products effectively.</h3>

Resume

<p>A ChatGPT feature that helps people evaluate AI answers. Ran user research (N=35), prioritized with RICE, built a prototype and metrics framework</p>

Sparring Partner — ChatGPT Feature Concept

Automated AI agent that ingests app-store reviews weekly, uses an LLM (Groq/Llama-3) to cluster them into prioritized feedback themes with severity and real user quotes, then emails a digest to stakeholders and shows it on a live dashboard. Built end-to-end with FastAPI + an MCP server for Google Workspace, deployed across Hugging Face, Render, and GitHub Actions. Live: https://huggingface.co/spaces/GuptaNikita/groww-pulse

Weekly Review Pulse — AI Feedback Agent

Production-style RAG bot answering fund FAQs from official docs only, with compliance guardrails and evaluation (Ragas, LangSmith). Link: https://github.com/Nikita-1611/rag-mutual-fund-bot