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 1 day → 40 sec and chemical compound name detection $20k/month → $50/month.
Finance & Cyber/Intel
Developed new methods for hedge fund analytics ( UniCredit), OSINT cybersecurity capabilities with Airbus Defence and federal agencies.
Education
PhD, MIT. Brain & Cognitive SciencesDARPA-funded
Postdoc, University of Cambridge. Computer Laboratory & Genetics Department