We have a
strong commitment
to
client confidentiality
System: iOS and Android app to allow users of a SaaS platform to enter OTPs remotely
Client: MePATool
Technologies: Apache Cordova, Javascript, Perl
Problem: Users need to provide OTPs to automated processes so they can log in to the target portal.
Solution: When automated processes encounter a request for an OTP a push notification is sent to the users device. The user is able to provide the OTP directly in the app and this is relayed back to the waiting process, which can then proceed.
System: Specific details are protected by NDA. However, this system - developed over a number of years - involved creation of a unique architecture utilising LLM technology in a novel way.
Client: NDA Protected
Technologies: Llama3-70B (and other LLM and ML models), vLLM, Python, Transformers, Algorithms
Problem: NDA Protected - but relates to asset price prediction
Solution: The innovative approach involved making an analogy between the "fuzzy" system we needed to model, and certain more rigorously defined mathematical/physical systems. Specific details are NDA protected. For the implementation we took advantage of per-hour cloud GPU rental to perform the necessary heavy processing as cost-efficiently as possible.
System: A utility to accurately extract financial information from company financial statements in arbitrary format. Specific details are subject to NDA.
Client: Protected by NDA
Technologies: Raku, Python
Problem: The arbitrary format of company financial statements presents a problem for automated analysis
Solution: Our solution takes advantage of the standard accounting terms classification system as well as known financial mathematical relationships to produce output above a certain desired accuracy threshold. Specific details are NDA protected.
Director and CTO
A seasoned analyst programmer with a Physics background and a long track record of delivering successful software.
