Vishesh Sompura

Re-configured SharkSpotter 2.0 to KPMG Australia’s requirements for Burleigh Heads trial, updated data I/O, model hooks. Directed dataset curation and annotation; defined label schema and QC checks. Trained and benchmarked 4 detectors; improved accuracy by +5% on same model family and achieved 93% on new detection model trained for this specific trial. Built a React based verification tool to overlay bounding boxes against KPMG’s ground truth; produced discrepancy reports.

Responsible for the optimisation and development of EurecaX, a secure real-time mission-planning workspace for multi-unit military operations. Adapt stakeholder intent into measurable system requirements and capability drops; upheld srd, icd, test case traceability and gated releases with documented risk controls and acceptance criteria. Implemented web stack with React on the frontend and Python; containerised services on cloud & code reviews. Training and benchmarking small language models and deployed on on-prem enterprise server.

Tutored Programming 2 and Introduction to AI. Updated course materials with practical coding examples & evaluated assignments and provided feedback.