Career Journey
From Product Design Lead to Senior PM: scaling from single app ownership to multi-product platforms, microservices, and AI
Led ESG initiatives for major EU energy infrastructure operators, supporting the transition to a carbon-neutral energy system. Now building enterprise AI platforms at Context Labs that combine AI-enabled digital twins with industrial data processing and developer tools.
I'm a senior product manager with 9 years of experience building enterprise operational analytics platforms. My career has taken me from turning complex gas and pipeline data into actionable insights to creating AI-enabled digital twins of entire production infrastructures.
What drives me is working at the intersection of business innovation, market needs, and technical execution. I thrive in high-speed, high-complexity industries, where I take on ambiguous challenges, explore emerging markets, and build differentiated products that create new categories.
Bias for shipping: tight scope, fast decisions, and launching end-to-end MVPs in weeks, not quarters. Results over process.
Strong sense of market dynamics: prioritize high-leverage bets and build products directly tied to revenue and adoption metrics.
Research-driven approach: validate assumptions with data, stay close to customers, and align stakeholders around measurable outcomes.
Deep product design background plus technical fluency: Claude-assisted coding, production-ready prototypes, and seamless handoff to engineering.
From Product Design Lead to Senior PM: scaling from single app ownership to multi-product platforms, microservices, and AI
Customer LLM + analytics + calculations powering industrial decisions
Ontology-driven data integration and automated reporting across industrial systems
9+ years in product management: enterprise platforms, AI-powered systems, and revenue optimization across multiple industries