I think like a founder, build like an engineer, and ship like a PM.

I work at the intersection of user research, technical execution, and roadmap ownership — turning messy real-world problems into products people actually use.

As Founding Engineer at VyapGO and DasetAI, I ran user interviews, built the core product from idea to prototype, and owned the roadmap end-to-end across two AI-native startups.

I ship using the same fluency on both sides — Python, RAG, and LLM integration to build fast, and product thinking to know what's worth building. Targeting Core AI Product Manager and AI-native product roles.

// SHIPPING VELOCITY
Pushed 2 Products
Eff. Gain 30%
Stack Full

Ship Log

2023—26
May 2025

VyapGO

SEE EXPERIENCE SECTION
Founding PM Link Case Study →
Dec 2025

DasetAI

SEE EXPERIENCE SECTION
Founding PM Link →
Jan 2026

Vacuum OS

A DEEP WORK PLATFORM FOR FOCUS SESSIONS
Product Manager Link →

Case Studies

// 02
Featured Case Study Status: Live

VyapGO

Business & Compliance Copilot for India's 63 Million MSMEs

Role Founding PM
Timeline May 2025 — Jan 2026
Domain AI / Vernacular / MSME
Impact 60% Faster Billing
  • 80+ MSME interviews across Tier 2–3 cities
  • 3 products shipped: VyapYantra, VyapSathi, VyapMandi
  • 42% support ticket reduction via self-serve AI dashboard
Open Full Case Study →
New Case Study Status: Independent Product Teardown

Microsoft 365 Copilot

The Activation Gap: why enterprise AI seat sales did not become daily habits

Role Self-Directed Analysis
Timeline Apr 2026
Domain Enterprise AI / Adoption
Impact Activation Strategy
  • Diagnosed funnel drop from 450M seats to habitual power users
  • Mapped 3 root causes behind adoption friction in enterprise rollout
  • Defined 5 product bets and behavior-first success metrics
Open Full Case Study →

Experience

// 02.5

1000xDev

Product Management Intern Feb 2026 – Jul 2026
  • Owned the product cycle from discovery to spec for 15+ clients — translating ambiguous asks into clear PRDs, user stories, and acceptance criteria.
  • Prototyped AI-powered features across concurrent products to secure stakeholder sign-off and de-risk ideas before committing engineering resources.
  • Managed cross-functional alignment, delivering implementation-ready specs that moved directly into production and cut rework by resolving misalignments pre-build.

RECON 2026 (National Cybersecurity Workshop)

Lead Organizer Apr 2026
  • Owned planning and execution for a national event with 600+ participants, demonstrating strong ops and stakeholder management.
  • Coordinated AWS cloud-partner relationship and led speaker/vendor logistics across 3 days with zero major issues.

Methodology

001

Discovery

Most build what is cool. I build what is painful. If users aren't complaining, I'm not building.

002

Execution

Specs are cheap, but untested specs are risky. I prototype in Python/Next.js to de-risk ideas and prove feasibility before engineering picks them up.

003

Delivery

"AI" is a feature, not a benefit. Users should forget the AI is there. Invisible UI is the goal.

Toolkit

Product
User Research PRD Writing RICE Prioritization Agile/Scrum A/B Testing GA4 Analytics
Technical Toolkit
Python RAG Architectures LLM Integration (Gemini/GPT) Data Pipelines (ETL) SQL Model Eval (F1/Recall)
Engineering
JavaScript (ES6+) React/Next.js Node.js REST API Design Git/CI/CD
Design & Systems
Agentic Coding(Prototyping) UI Principles (Grid/Type) Design Systems (Tokens) Linear (Issue Tracking) Notion (Docs) Vercel (Deployments)

Credentials

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Meet Samradh.

I'm a product manager who builds close to the metal — I've shipped AI products end-to-end, from user interviews to defining the system that solves the problem. I founded VyapGO and DasetAI, handling everything from customer discovery to shaping the AI product decisions that drove our core metrics.

I want to work as a Core AI Product Manager — a role where I can own the full loop from understanding a hard problem, writing the specs, and partnering with engineering to ship the system that solves it.

Utility over Hype Shipping is Learning Clear Thinking