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GG / PORTFOLIO — SENIOR PM & AI STRATEGIST
Building at the intersection of product thinking and machine intelligence. From B.Arch to AI strategy — every layer deliberate.
Shipped 5 full-cycle product case studies across B2B SaaS, quick commerce, consumer AI, and health tech. Awarded 3rd place at Rethink AI-First Buildathon. Built and maintain a personal Telegram AI assistant (28+ commands, 5 daily automations). Earned CSM, CSPO, and Mastering AI Product Management (Rethink, 2026).
Owned a portfolio of 7 B2B SaaS products across 16 enterprise clients and 5,000+ users — AI-powered talent management, performance evaluation, knowledge management, CRM, HRMS, quality auditing, and BI. Delivered 30+ digital transformation initiatives.
AI-powered performance management deployed to 5,000+ employees across 16 enterprise clients — built solo on a no-code + GenAI stack. 60% less manual review, 15 FTEs saved.
GenAI hiring workflows — screening, JD generation, job matching — rolled out to 200+ hiring managers. 50% faster hiring.
View details →AI-powered knowledge base and L&D platform for 5,000+ employees — intelligent search, chatbot integration.
View details →Cloud-based quality auditing and compliance platform with enterprise-wide governance and UAT.
View details →Unified data warehouse with Power BI dashboards and automated KPI alerts — HIPAA-compliant for US clients.
View details →Purpose-built HRMS for 5,000+ floating BPO agents — shift scheduling, payroll, multi-state compliance, ERP integration.
View details →End-to-end auction lifecycle and CRM management — UX redesign drove 30% transaction growth.
View details →Owned product strategy and roadmap for Passport (B2C founder platform) and PassportOS (B2B SaaS) serving accelerators, universities, and banks. Contributed to Entrepreneurship World Cup platform across 200+ countries.
B2B SaaS for accelerators, universities, and banks — requirements, sprint delivery, and KPI reporting across enterprise clients including Queens University.
B2C platform for startup founders — roadmap planning, feature delivery, and KPI tracking across a global user base.
View details →Global program platform across 200+ countries — application intake, judging workflows, multi-stakeholder coordination.
View details →Co-founded digital content platform from 0→1. Launched Android & iOS apps, shipped 500+ digital titles in 6 months. Ran creator incubation program — mentored 6+ creators from concept to published product.
B2C subscription reading app taken from concept to launch on Android & iOS — pricing, content architecture, and go-to-market owned end-to-end.
Internal CMS and publishing infrastructure — enabled 500+ digital titles in 6 months.
View details →Mentored 6 creators from idea to published product — editorial frameworks, YourStory coverage.
View details →Managed 40+ architectural projects across IT, healthcare, and institutional sectors. 95% client retention, 25% delivery time reduction. Systems thinking and delivery discipline — foundational to product work.
40+ projects across IT, healthcare, institutional sectors. The systems thinking discipline that underpins all product work.
Case studies and personal builds — product thinking applied.
Thirteen builds, nine domains. Look across them and the same capabilities keep recurring — retrieval systems, self-deployed infra, simulation engines, agentic automation.
Capabilities, with the projects that prove them — across industries I’ve shipped in and domains I’m building in now.
Shipped Across
Now Building
The manifesto for strategic logic — 7 principles, one capstone
I approach product work the way an architect approaches a building — first understand the forces acting on the system, then design the structure. Features are load-bearing walls, not decoration.
Define what the artifact must prove before any visual choice is made. Form follows function — a rule I learned drawing buildings years before I wrote my first PRD.
Features are the visible 10%. The system underneath — data flow, decision rights, escalation paths — is the 90% that decides whether a feature ships value or noise. Design for the ripple, not the splash.
If users need training, the design failed first. Don’t pretend the problem is simple — make complexity navigable. The best interfaces expose the right three of the fourteen edge cases, deliberately.
Site, brief, code, budget — five years of architecture taught me constraints don’t limit the design, they are the design. Same rule in software: the constraint is the brief.
Enterprise software is judged at peak load, not in demos. Three years shipping BPO platforms to 5,000+ users taught me: every screen must answer one question someone needs at 6 PM on a Tuesday, under pressure, with no time to think.
The first version is a question. I don’t just write PRDs — I ship working prototypes and let the data answer. Three are live in production today. Iterate relentlessly.
Capstone Principle
If the design language could be transplanted to a different product without feeling wrong, it was imposed, not derived. Every choice must be earned. I learned this critiquing buildings — it holds for every product surface since.
MNIT Jaipur
PERIOD: 2009 — 2014
Foundation
5 years studying how systems serve human needs at scale — spatial logic, load paths, site constraints — the same discipline that shapes product architecture thinking today.
Rethink Systems
Rethink AI (10-day build sprint)
Scrum Alliance
Scrum Alliance
Automation Anywhere
Airtable
Airtable
LinkedIn Learning
JindalX
IBM / Cognitive Class
Udemy
Udemy
If you're building something ambitious at the intersection of product and AI — or want to talk systems thinking, architecture, or PM strategy — I'd like to hear from you.
Jaipur, India — Open to Relocation and Remote roles
Domains: Enterprise SaaS / Edtech / Fintech / Quick Commerce