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Projects

  • State Farm RetentionIQ: HR Workforce Intelligence Agent (Capstone)

    An AI agent that answers State Farm HR's workforce questions from structured HR data. Our LLM evaluation framework cut hallucinations and raised user satisfaction from 59% to 88%. UTD capstone.

    • Stack AI
    • No-code / low-code
    • Claude Sonnet 4.5
    • RAG
    • LLM evals
    • Guardrails
    • Capstone
  • Multi-Agent Event Planner

    Describe an event in one sentence; agents find venues, check logistics and draft the invites, then wait for your approval before anything is sent.

    • LangGraph
    • Claude API
    • MCP
    • Human-in-the-loop
    • Google OAuth 2.0
    • Gmail API
    • Google Calendar API
    • Tavily
    • Neon Postgres
    • LangSmith
    • FastAPI
    • Next.js
  • PriorAuth Copilot

    Checks a doctor's note against real Medicare coverage policies in under a minute: ready to submit, what's missing, or needs a clinician, with quotes from the note and policy. The AI never denies; a human confirms.

    • Hybrid RAG (BM25 + vector)
    • Cross-encoder rerank
    • Groq (gpt-oss-120b)
    • Guardrails
    • Human-in-the-loop
    • RAGAS
    • LangSmith
    • FastAPI
    • Streamlit
  • Company Project Recommender Agent

    An agent that researches a company and recommends projects worth building for it.

    • LangGraph
    • Apify
    • Agents
  • Voice-to-SQL Agent

    Ask a database questions out loud and get answers, no SQL needed.

    • Sarvam AI
    • SQLite
    • MCP
    • Streamlit
    Prototyping…

Business Intelligence & Analytics

Turning raw data into dashboards and decisions.

  • EV Charging Infrastructure Analytics (DFW)

    An end-to-end BI solution comparing EV charging demand with supply across Dallas–Fort Worth, with Tableau dashboards to guide where to invest.

    • Tableau
    • Alteryx
    • Data cleaning
    • BI
    • Analytics
    • Consulting
  • Sports Scoring Database & Reporting

    A normalized relational database for player performance and scoring data, with SQL reporting views for analyzing trends and player stats.

    • SQL
    • Database design
    • Reporting
    Prototyping…
  • Red Bull Marketing Campaign: PRD & Analysis

    A marketing campaign plan for Red Bull, from the product requirements to the analysis of how it should perform.

    • Marketing strategy
    • PRD
    • Campaign analysis

AI Products

Products I've built with AI, live and ready to try.

  • HEM.RUN

    See my career trajectory and get to know me in a fun, playable pixel-art game.

    • Game
    • Interactive resume
  • Ask Hemanth: Portfolio AI Assistant

    This portfolio website, with a RAG chat assistant that answers questions about my work from my resume. Using LLM function calling, Gemini decides on each question whether to answer or take an action, like opening my LinkedIn or GitHub.

    • RAG
    • Gemini
    • Function calling
    • Upstash Vector
    • Next.js
    • Streaming
  • Chat-with-Resume

    Ask questions about my resume and get grounded answers, powered by retrieval-augmented generation.

    • RAG
    • FastAPI
    • ChromaDB
    • Llama 3.3 70B (Groq)
    • Vercel
    • Render