Business Intelligence
Internet Search
Statistical Analysis
Web Data Collection
Credit Card Payment
Asset Risk Management
Cryptocurrencies
Financial Information Extraction
We have a
strong commitment
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client confidentiality
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Recent Projects
Fix issues with native Java Android app and redeploy to Google Play
System: "SuperGraph" Native Android App
Client: John Adams Ltd.
Technologies: Java, Android, XML
Problem: The app had been removed from the Google Play Store due to a reported stability issue. There were also problems with accessibility of some buttons on smaller screens.
Solution: Several minor fixes were implemented including build parameter and file format updates, and layouts were corrected to make missing buttons visible on smaller screens. Updates were tested on multiple emulators using Android Studio. The app was successfully redeployed to the Google Play Store, and a report produced detailing the changes.
Before:
After:
Assembler's Factory Floor Time-Tracking App
System: Assembler's Factory Floor Time-Tracking App
Client: Whippendell Marine
Technologies: Raku, CRO, Template::Nest, jQuery, CSS, MySQL
Problem: Create an application that interfaces with the company's existing Teamwork-based project management system and enables assemblers to log time spent on jobs - with design according to client spec.
Solution: A set of "Element" modules were created in Raku which inherited from a base module responsible for making calls to the Teamwork API. Syncing of local application data was accomplished with an independent daemon looping over and caching necessary user and project information in a MySQL database. Server-side rendering created dynamic content with Template::Nest, and the front end assembled HTML chunks delivered from the backend with jQuery. The system was designed to be deployed to Android-based tablet as a PWA app.
Novel LLM-based Analytic System to Support Asset Price Prediction
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.
Business Team
Hall of Achievements

Yury Kisurin

Coding Challenge

Marton Papp

Coding Challenge

Abhinav Thakur

Stripes Waypoint

Joel Pacheco

Gauntlet Waypoint

Andrew Bilous

Creativity

Victor Khachatryan
