AI-native product leader with 10+ years across enterprise SaaS, hardware, and ML platforms. I've taken an agentic AI system from concept to production, led distributed teams across multiple countries, and built full-stack products of my own from the ground up.
Networking devices, firmware, device provisioning, manufacturing readiness, field deployment, over-the-air updates
Multi-tenant platforms, authentication, API gateways, design systems, shared infrastructure at scale
ML lifecycle tooling, dataset management, training orchestration, model registry, agentic systems
Campaign reporting, ad server integrations, public APIs, agency client onboarding
Risk management, debt restructuring, ETL pipelines, data warehousing, regulatory reporting
Owned authentication, API gateway, design system, and shared infrastructure. Introduced an AI-powered agentic system for developer productivity - concept to production, adopted by 3 teams, ~2.5× faster time-to-market.
Took a new networking device for defense, maritime, and enterprise from technology selection through architecture and manufacturing readiness. Caught update scenarios that would permanently brick deployed hardware - before production. A returning engagement: the client brought me back for their next-generation device program.
Enterprise ML lifecycle platform competing with Azure ML and SageMaker. Ran discovery through 15+ stakeholder interviews across subsidiaries, aligned consensus-driven corporate leadership with agile delivery, and shipped the MVP on schedule.
A selection of full-stack products I designed, built, and shipped solo - from first commit to production.
Review workspace where engineering teams and AI agents co-author RFCs, specs, and ADRs - code-review-grade approvals, audit trail, and MCP integration for agents to publish documents directly.
collaib.space ↗React dashboard consolidating GitHub + Jira release data. Replaced manual tracking for several delivery teams.
releasemanager.vercel.app ↗Scrapes channels, summarizes via Gemini, delivers to subscribers - with payments.
FastAPI · React · PostgreSQLTelegram bot notifying users about new Spotify artist releases. Full-stack Python application.
t.me/spotiflyer_bot ↗I've spent over a decade leading enterprise product - hardware devices, advertising platforms, ML infrastructure, banking systems. All of it enterprise B2B: complex systems, technical buyers, long-lived platforms. The pattern repeats: I take the ambiguous, technical, cross-team problems and drive them to production. A networking device from zero to manufacturing beta in nine months. A platform scaled from 20K to 110K users in a single quarter. A corporate ML strategy turned into a shipped MVP.
I'm a builder as much as a product manager. Because I ship my own products, I can challenge architecture decisions on equal footing with engineers, prototype an idea before it earns a place on the roadmap, and tell a hard problem from a handwave.