Product Manager with 6+ years of experience across B2C and B2E segments. I've built products from the ground up, scaled platforms to over 50,000 MAU, and doubled NPS for a skills development service used by more than 14,000 IT professionals. My work sits at the intersection of HRTech, L&D, AI. Currently, I'm focused on AI-powered learning and rapid prototyping to validate product ideas faster.
- Product Discovery — user research, hypothesis validation, MVP definition
- Product Strategy — roadmaps, OKRs, pricing, GTM, unit economics
- Data & Analytics — Tableau, cohort analysis, funnel optimization
- AI in L&D — adaptive learning, LLM-based agents, rapid prototyping
- Leadership — cross-functional teams, stakeholder management, hiring
I test AI tools for L&D, looking at how they can make learning processes better and whether AI-generated content is good enough to use with learners. Most of my work sits between product discovery and hands-on experimentation with tools that are still new to most L&D teams.
- Product Case Studies — problem → hypothesis → solution → metrics
- AI in L&D Notes — research and observations
- PM Toolkit — templates and frameworks
