I've spent the last decade leading products across complex operational environments, from port logistics at Octopi and enterprise cloud at HPE to AI-driven automation at HelloFresh.
I combine product strategy with hands-on execution, taking ideas from discovery to launch. Today, I use AI-assisted development to build working prototypes, automate workflows, and turn complex business problems into practical solutions.
Outside of work, you'll usually find me training martial arts, staying active, or reading.
Technical Projects
Explore Project
Investigates a projected shortage, then checks every suggestion against the stock that actually exists.
Found a 1,800-unit shortage and four validated options a planner could approve
From its test suite, on synthetic data
Python · LangGraph · Claude · RAG · PostgreSQL/pgvector
Explore Project
Chooses which warehouse ships each order, and records why the others lost.
Kept one more delivery promise at exactly the same shipping cost
From its test suite, on synthetic data
Python · Fulfillment Routing · Inventory Optimization
Explore Project
Analyzes support tickets, checks approved policies, and prepares recommendations and draft responses for human review.
17 of 17 live test scenarios matched their expected outcomes.
From its test suite, on synthetic tickets with the real Claude API
n8n · Claude · JavaScript · Workflow Automation