About Me
My journey in building AI-powered products that users love
Hi, I'm Nimit đź‘‹
I'm a Product Manager specializing in AI/ML products with a passion for building intelligent systems that solve real user problems. Over the past 8+ years, I've led products that have served millions of users and generated tens of millions in revenue.
What excites me most about product management is the intersection of technology, user needs, and business value—especially when it comes to AI/ML. I believe the best AI products are those where the intelligence is invisible; users just experience something that works better, faster, or more intuitively.
My Product Philosophy
🎯User-Centric AI
AI should enhance user experiences, not complicate them. I focus on building ML features that genuinely solve user problems rather than adding AI for the sake of it.
đź“ŠData-Driven Decisions
I combine quantitative metrics with qualitative insights. A/B testing, user research, and analytics inform every product decision, but I never lose sight of the human element.
🤝Technical Collaboration
I work closely with data scientists and ML engineers, speaking their language while translating technical complexity into business value for stakeholders. My technical background enables me to contribute meaningfully to architectural discussions.
🚀Iterative Execution
Perfect is the enemy of good. I believe in shipping MVPs quickly, learning from real user behavior, and iterating based on data. Every product I've built has improved significantly after launch through continuous refinement.
Background
My product management career began after working as a software engineer, which gave me deep technical fluency. This background has been invaluable in building AI/ML products—I can evaluate model performance, understand technical tradeoffs, and work effectively with engineering teams.
I've had the opportunity to work across different company stages and contexts:
- Startups: Built 0-1 products, defined product strategy, wore multiple hats
- Growth companies: Scaled products from thousands to millions of users
- Enterprise: Worked with Fortune 500 clients, navigated complex stakeholder landscapes
This diverse experience has taught me how to adapt my approach to different organizational contexts while maintaining a consistent focus on user value.
What I'm Looking For
I'm interested in opportunities where I can leverage my AI/ML expertise to build products that make a meaningful impact. Ideal roles include:
- Senior/Lead PM roles focused on AI/ML products
- Technical PM positions working on recommendation systems, personalization, or intelligent automation
- Product leadership roles where I can mentor other PMs and shape product strategy
- Opportunities to build 0-1 AI products in domains like healthcare, education, or productivity
I thrive in environments that value user research, data-driven decision making, and close collaboration between product, engineering, and design.
Let's Connect
Interested in working together or want to discuss AI product strategy? I'd love to hear from you.