Company

System: iOS and Android app to provide alerts when entering the London Congestion Zone

Client: Outbound BPO Ltd

Technologies: Rust, Javascript, Cordova

Problem: Drivers in London may find it difficult to keep track of and avoid the London Congestion Zone boundary

Solution: The system takes advantage of an Open Street Maps tiling server and Cordova's Geolocation Plugin to track the user's location in London. A push notification is sent when user approaches the Congestion Zone boundary.

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.