I turn ambiguous problems into products people love.
From systems and strategy to execution and measurable outcomes.
I think in systems, but build for people. I start by understanding the problem, turn ambiguity into clear requirements, and design the architecture around what actually needs to work. From there, I build, test, iterate, and measure what changes.
I work across the full path from problem to product — making deliberate trade-offs across technology, user experience, and execution. My work spans a growth and operations workflow for an educational tutor to a B2B decision pipeline connecting data, CRM workflows, and governance.
Good work isn't just a system that runs — it's a system that solves the right problem well.
Product Thinking
Three end-to-end builds: local search growth, an intelligent decision system, and an AI marketplace
Growth Engineering & GTM: Local Search Acquisition & Organic Reach
A zero-CAC, zero-to-one acquisition channel for an independent tutor: verified Business Profile, a conversion-focused website, on-page SEO and a Google Meet attendance add-on.
Intelligent Systems & Product Architecture
A B2B decision product — from architecture diagram to working MVP. One organisation name in. A scored verdict, CRM record, and grounded outreach draft out.
AI-Assisted Marketplace: Multilingual Mandi
A real-time assistive marketplace prototype where vendors and customers communicate, buy or sell and negotiate across five Indian languages, with location-aware pricing and polite, culturally adapted translation. Built solo in 24 hours.
Core capabilities
- Zero-to-one discovery and scoping
- Problem framing and requirements definition
- Product workflow and prioritization
- Success metrics and measurements
- Agentic AI systems (CrewAI, AutoGen, MCP)
- RAG and retrieval design
- Web product development
- Google Workspace add-on products
- CRM and pipeline design (Zoho)
- Growth and organic acquisition
- Positioning and outreach strategy
- Analytics and reporting