I build Spark, a GenAI platform for technology discovery, currently used at Beiersdorf, Chevron, Luna Labs, Merck, NSK, and other companies.

Also working on other AI solutions for R&D engineers and deep tech investors (more on that soon).

Company Building

  • •

    Founder and CEO of Mergeflow. Transformed the company from project business to 100% SaaS.

  • •

    Secured multi-year SaaS contracts for Mergeflow with BMW, Covestro, Siemens, and others.

Machine Learning & NLP

  • •

    Developed stateless ML system for document processing and information extraction for Mergeflow.

  • •

    Built ML algorithms for extracting gene names from texts, and for connecting them to microarray data, at University of Cambridge.

  • •

    Developed methods for improving speech-to-text and machine translation at MIT and Lincoln Laboratory. Funded by DARPA.

Algorithm Design & Optimization

  • •

    Reduced entity matching runtime from one day to 40 seconds for Logitech.

  • •

    Redesigned algorithm for chemical compound extraction, cutting cloud computing costs from $20,000 to $50 / month (Mergeflow).

Finance Analytics

  • •

    Developed method for measuring hedge fund performance persistence for UniCredit.

  • •

    Built system to extract and standardize hedge fund data from emails, scanned documents, etc. (UniCredit).

Cybersecurity & Intelligence

Education