Provides consulting expertise in AI and HPC projects. Help fast-track system and software modernisation at every phase of the development life cycle.
- Architecture & Systems Performance and
- Optimisation Code & Performance Optimisation
- Porting Legacy and related project management
- HPC Life Cycle
- IT Projects for AI, HPC, Big Data Analytics, Edge Computing
Examples of recent consultancy projects undertaken.
Manufacturing: Developed a mechanical fault detection model using acoustic patterns. The model used Deep Learning techniques to classify the output of a manufacturing process by ‘listening’ to the production. Results included a speed-up of the detection process such that an analysis that formerly took one week (compute time) to complete was able to complete within 30 minutes, giving over 95% accurancy.
Healthcare: Developed a Cardiac Amyloid Load Classification model for a major hospital network in EMEA. Significant part of the effort was taken up in curating the data and taking into account protection of patient-sensitive data. Model based on transfer learning with training over multiple CPU nodes.