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yash7536/README.md

Vishnu Yash Pandey

AI Product Management · AI Evaluation · Product Discovery

I build AI products from messy problems to working, tested workflows.

B.Tech CSE student focused on AI Product Management. I build working AI products, evaluate where they fail, and turn those failures into product changes.


Selected Work

Turns messy meeting transcripts into evidence-backed execution items with human review.

18 transcripts · 54 ground-truth items · 78.0 F1

Live Prototype · Case Study · Repository

AI extracts receipt information while deterministic logic handles the money.

15 evaluated receipts · 69/69 product tests

Live Prototype · Case Study · Repository

Deterministic, rule-based network fault detection and incident investigation prototype using synthetic telemetry (demo, not a production deployment).

6 telemetry profiles · 5/5 resolvable-scenario agreement

Live Prototype · Case Study · Repository


How I Build AI Products

  • Start with the user problem.
  • Decide where AI actually belongs.
  • Evaluate outputs against evidence/ground truth.
  • Turn failure modes into product changes and guardrails.

Product + AI

Product: AI Product Management · Product Discovery · Product Strategy · PRDs · User Stories · Prioritization

AI: AI Evaluation · LLM Evaluation · Guardrails · Human-in-the-Loop · User Testing · Generative AI

Tools: Gemini API · GitHub · Figma · Jira · SQL


Experience

Tata Teleservices Limited — AI Product Manager Intern · May–Jun 2026 Competitive benchmarking · Product pitches · PRDs · User stories · Acceptance criteria · GenAI exploration

Education

Amity University Lucknow — B.Tech Computer Science & Engineering · 2023–2027


Contact

Portfolio · LinkedIn · yashpandey3300@gmail.com

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