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a-bhimava/README.md

Aditya Teja Bhimavarapu · AI Product Manager · Carnegie Mellon · 5+ Years of Experience across Banking, Retail, Consulting

Expertise Skills Work
Product Management & Growth 0→1 strategy · roadmaps, PRDs & prioritization · customer discovery / JTBD · user stories & experiment design · product analytics, KPIs / OKRs · GTM, pricing & pilots ProjectsYard · Business 360
AI Product Systems & Safety LLM / GenAI product design · RAG (hybrid search, embeddings) · AI agents (LangGraph, Bedrock) · MCP & tool calling · eval harnesses, guardrails & model observability Business 360 · Credit Decision Audit · Chronos
AI / ML & Analytics Python, SQL & TypeScript · XGBoost, feature engineering & Spark / PySpark · data modeling & ETL · retrieval quality & error analysis · Amplitude / Google Analytics · cost & latency analysis Business 360 · ProjectsYard
Technical Delivery Solution architecture · enterprise integrations · FastAPI, REST APIs & webhooks · Docker & CI/CD · AWS deployment ICICI Bank · Capgemini · Chronos
Enterprise Fintech & Leadership B2B SaaS & fintech · regulated AI · data governance, security reviews & threat modeling · credit / risk workflows · stakeholder management · cross-functional leadership & change management PNC Bank · ICICI Bank · Capgemini · ProjectsYard

Carousel of full project screenshots: ProjectsYard, Business 360, Credit Decision Audit, and Chronos.

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  1. llm-credit-decision-audit llm-credit-decision-audit Public

    Does an AI loan agent's stated denial reason match the reason it actually acted on? A causal audit harness that repairs the cited factor and replays the application to find out. LLM evaluation for …

    Python

  2. rag-citation-guardrail rag-citation-guardrail Public

    Every RAG eval reports faithfulness. None reports over-refusal beside it. An eval harness and policy engine for refusal correctness in regulated RAG: synthetic KYC/AML corpus, deterministic verifie…

    Python

  3. agent-memory-staleness-audit agent-memory-staleness-audit Public

    Your agent still thinks they work at Acme, and nothing in memory contradicts it. Scores agent memories for silent staleness from provenance, fact-type volatility, and supersession without contradic…

    Python

  4. agent-trace-to-evals agent-trace-to-evals Public

    You have thousands of agent traces and no evals. Mines production traces for tool-call invariants, proposes them as pytest assertions with evidence counts, and gates CI on the ones a human approved…

    Python

  5. PNC-Business-360 PNC-Business-360 Public

    Fintech product discovery for SME banking: 90+ small-business-owner surveys, 10 interviews and a 16-competitor benchmark, turned into an interactive cash-flow dashboard prototype. The artifact behi…

    Python

  6. Graph-RAG-Market-Intelligence-Agent Graph-RAG-Market-Intelligence-Agent Public

    Graph-RAG market-intelligence agent built with You.com search, Gemini, and HydraDB’s temporal graph database for citation- backed regulatory and competitor intelligence

    TypeScript