Product Manager · AI/LLM · 0→1
From concrete foundations to AI futures.
I'm Chaitanya — a Product Manager who started on construction sites, built fintech SaaS that banks trusted with real risk, and now leads 0-to-1 AI products end to end. Seven years of turning ambiguous problems into things people use.
- 7+Years across engineering & product
- 90%Adoption on a 0-to-1 launch
- 20%NPA reduction for banking clients
Selected work
A mix of shipped products and things I'm building on the side — spanning AI tooling, fintech, and web3.
OPEN SOURCE · DEVELOPER TOOL
Rizo
Designed and shipped an open-source VS Code extension letting developers use their own API key across 6 AI providers via OpenRouter — with a diff-before-write approval flow and real-time cost tracking.
- Providers
- 6
- Model
- BYOK
0→1 · AI B2C SAAS
MyEdMaster
Leading 0-to-1 development of an AI-powered virtual fitness coaching platform — owning strategy, MVP scope, and the OpenAI-integrated backend from concept toward launch.
- Stage
- 0→1
- Role
- PM + Builder
“Feels like a coach who actually remembers me.”— Beta user
AI · FINTECH
Finance Copilot
A conversational AI built with Python, FastAPI, and the OpenAI API that turns uploaded transaction data into personalized financial advice. Frontend in progress.
- Backend
- FastAPI
- LLM
- OpenAI
WEB3 · SMART CONTRACTS
Crowdfund dApp
A Solidity smart contract deployed on Ethereum, powering a decentralized, transparent crowdfunding application.
- Chain
- Ethereum
- Language
- Solidity
The journey
From pouring concrete foundations to shipping AI products — four roles, one thread: turning ambiguity into things people rely on.
PKA Constructions
Business Analyst, Product
Led user research across 50+ construction sites, translating insights into a market-validated BRD for a 0-to-1 workforce tracking SaaS. Achieved 90% adoption, cut idle labor costs 50%, and owned a roadmap that lifted worker productivity 30%.Savax Credit Solutions
Product Manager
Managed a B2B fintech SaaS roadmap that reduced Non-Performing Assets 20% for banking clients and drove a 25% increase in enterprise upsells. Authored PRDs and ran agile ceremonies for a team of 10 engineers.Handshake AI Solutions
AI/LLM Analyst
Produced and reviewed high-quality human data for RLHF/SFT pipelines, improving model alignment for top AI labs. Conducted expert-level evaluations of LLM outputs for factuality, coherence, and safety.MyEdMaster, LLC
Product Manager
Leading 0-to-1 development of an AI-powered virtual fitness coaching platform, owning product strategy from concept to launch — including the user-facing frontend and a custom OpenAI-integrated backend.About me
The short version: I've shipped products where the stakes were physical, financial, and now, intelligent.
Ex civil-engineering BA, now AI product builder
Concrete to code.
I started my career on construction sites, translating messy on-ground reality into a workforce SaaS that got 90% adoption. That pattern — talk to the people closest to the problem, then build the smallest thing that actually fixes it — has carried me through fintech, into evaluating frontier LLMs, and now into building AI products myself.
Today I lead 0-to-1 product for an AI coaching platform: writing the specs, shaping the model behavior, and building the frontend alongside my engineers. I care most about products that quietly earn trust — whether that's a bank trusting a risk model or a user trusting an AI coach.
Let's talk
Open to Product Manager roles building AI-native and 0-to-1 products — or just a good conversation about either.