0 to 1 AI driven Product launches

Planning Product roadmap, vision and GTM

LLM integrations - Llama, open AI, CrewAI, MCP Server

Using tools for AI Fairness, Bias, explainability and security

AI agents that search 1000s of data points helping demand planners to accurately forecast the inventory

3M $ seed funding

Conducted 100+ customer interviews and created a product roadmap for a Defi application to unlock 7B USD by enabling stock backed lending

Prototyped low fidelity UX mockup for a loyalty membership app resulting in soft commitments from 20 SMBs in India and Singapore.

Built an early founding team, conducted market research and identified a 9B USD obtainable market opportunity in invoice discounting space for Small and Medium Businesses of SEA.

Launched and pivoted startups

Analyzed SAP’s financial statements as part of Nascent Leadership program and submitted a proposal to the stakeholders to reduce customer-acquisition-cost by 5%.

Compiled Functional and Performance requirements (PRD), evaluated the business models and launched an ML application to generate personalized course paths, saving 80,000 man-hours for an organization of 10,000 employees.

Led a mobile feature development using novel SDK for world’s 7th largest oil and gas client in association with 3 functional teams across 4 time-zones leading to the MAU of ~8000 and reduction in internal approval time by 70%.

Implemented UI for supply-chain reporting tool, a new product line for 2000+ vendor partners, by collaborating with Senior Product managers from 2 countries resulting in 1000% increase in budget allocation for the project.

Engineered a rapid-prototype for a presale operation to an Australian Government agency and demonstrated how the software could save 1 million work hours per month for its employees, leading to a 10M USD contract with the firm.

Aligned stakeholders in Shanghai, China in product transition by conducting trainings and code-reviews resulting smooth transition of 50M $ project.