I build Spark, a GenAI platform for technology discovery, currently used at Beiersdorf, Chevron, Luna Labs, Merck, NSK, and other companies.
I'm developing M45, an AI-native system of record for safety-critical engineering.
Company Building
Founder & CEO, Mergeflow — scaled the company from project work to pure SaaS; secured multi-year enterprise contracts (BMW, Chevron, Covestro, Siemens, etc.).
AI & Machine Learning
Built production ML/NLP systems for document intelligence, gene data extraction, and speech recognition/machine translation ( MIT, University of Cambridge, Lincoln Laboratory).
Advisor on AI and angel investor at Jazz, a cybersecurity startup that builds next-gen DLP solutions.
Algorithms & Optimization
Designed high-performance algorithms, including entity matching (reduced runtime 1 day → 40 sec) and chemical compound name detection (cloud cost reduction $20k/month → $50/month).
Finance & Cyber/Intel Systems
Developed new methods for hedge fund analytics ( UniCredit), OSINT cybersecurity capabilities with Airbus Defence and federal agencies.
Education
PhD, MIT — Brain & Cognitive Sciences ( DARPA-funded)
Postdoc, University of Cambridge — Computer Laboratory & Genetics Department