At Logically, I run end-to-end delivery for an AI threat-intelligence platform used by governments and enterprises. I plan work across an 8-person engineering and data-science team, shape the roadmap with the Chief Technology and Product Officer, and remain hands-on in production backend code.
I've architected data ingestion, processing pipelines, ML annotation, narrative detection, search, backend services, and the customer-facing application. I also ship LLM and ML systems, own deployment and monitoring infrastructure, and reduced monthly cloud and vendor spend to roughly one-tenth of its previous level.
Before Logically, I co-founded Mitzu, an open-source, warehouse-native product analytics platform. I built analytics capabilities from SQL generation through the web UI and helped take the product from prototype to about €150k ARR and 10 paying customers in its first year.
At BlackRock, I built financial analytics products, owned a Python and Snowflake API serving about one million monthly requests, led three analysts, and created a developer certification program adopted by 2,500 employees.
