MAYANK SINGH RAGHAV/ PRODUCT MANAGER × AI BUILDER

I turn AI from a demo
into a product.

An engineer's depth, a product manager's judgment — shipping AI products from problem to production.

See the work Résumé
THE DECISION CANVASHOW I OPERATE
Customer discovery · JTBD

Scoped an AI chatbot for rural communities around real jobs — agriculture schemes and subsidies.

↻MEASURE FEEDS DISCOVER — THE LOOP NEVER CLOSES
SCROLL
POSITIONING — 01 / THESIS

Most people can prompt a model. Few can turn it into a product people trust.

I started as an engineer and learned that the hard part isn't building — it's choosing what to build and why. The engineering depth is the enabler; product judgment is the job.

01

Understand

Find the real problem behind the asked-for feature.

Customer discovery, user research, JTBD — I start where the user is, not where the backlog is.

02

Decide

Choose what to build, and what to refuse.

Market sizing, RICE/MoSCoW prioritization, explicit tradeoffs and risk — strategy as a forcing function.

03

Ship

Turn the decision into a product that runs.

RAG/LLM architecture, PRDs and specs, cross-functional execution, and measurement after launch.

SELECTED WORK — 02 / CASE STUDIES

Products, not prototypes.

Three flagship products and two supporting builds — each shown as a decision, not a feature list.

01Sports Tech · Edge AI
Product & Technical Lead
WCO Global / Elle Global · Aug 2025 — Apr 2026

Football Analytics Platform

Pro-grade multi-camera analysis is expensive and cloud-bound. I led a product that runs it on a Raspberry Pi.

02AI Product Strategy
Product Manager (PRD)
2025

GameSense AI Copilot

A full product strategy for an AI copilot — market, personas, architecture, and a go-to-market, not just a prototype.

03Fintech · Responsible AI
Product Manager · Builder
NextLeap PM Fellowship · 2025

Mutual-Fund FAQ Chatbot

Retail investors get opinions when they ask about funds. I built one that only gives facts — by design.

ALSO BUILT
04Healthcare AI
Builder · Product
2024

HealthGuard

An AI triage aid for X-rays — built with deliberate honesty about what it is and isn't.

05Recommender · LLM
Builder · Product
2024

Zomato AI Recommender

An AI recommender designed around trust: visible reasoning and a non-AI fallback.

EXPERIENCE — 03 / THE ROAD

From engineer to product.

Aug 2025 — Apr 2026
WCO Global / Elle Global

Product & Technical Lead — Football Analytics

Owned the end-to-end product lifecycle for a multi-camera football analytics system shipped on edge hardware.

  • ·Authored PRDs and defined specs for RTSP streaming and audio/video sync.
  • ·Coordinated hardware and engineering teams to ship on Raspberry Pi 5 edge devices.
  • ·Diagnosed latency bottlenecks via data analysis and drove the fixes that improved reliability.
May — Jun 2025
Bluestock Fintech

Software Developer Intern (PM-adjacent)

Mapped the customer journey for IPO data flows on a digital fintech platform and prioritized the API work.

  • ·Prioritized API requirements with stakeholders, delivering 40% faster response times.
  • ·Built dashboards (PostgreSQL, Matplotlib) for end-user financial insights.
Jan — Feb 2025
Excelerate

Associate Project Manager Intern

Ran a 6-member cross-functional team on Agile/Scrum with full backlog ownership.

  • ·Daily standups, JIRA backlog ownership, and sprint planning.
  • ·100% on-time delivery across the engagement.
Sep — Dec 2024
CodeCore Global

AI Product Intern

Scoped and shipped an AI chatbot for rural communities, from discovery to QA.

  • ·Ran customer discovery and defined features around agriculture schemes and subsidies.
  • ·Owned design-to-QA delivery with perplexity-based success metrics.