Education, projects,
technical skills.

Exploring cough-based TB screening with foundation audio embeddings and patient-level machine learning.

Individual coursework implementing and optimizing three supplied CPU-reference algorithms in OpenMP and CUDA, with correctness checks, profiling and end-to-end timing.

Six-person Android application; my property and maps contribution covered CRUD, geocoding, proximity sorting, supplier assignment, image handling and related tests.

An individual dissertation comparing CPU COS pricing, batched CuPy calibration and a PyTorch surrogate for Heston-model calibration to SPX options.

Individual coursework comparing neural voice-activity detectors and classical GMM vowel/speaker modelling across speech corpora.

Team-built Rails 8/PostgreSQL platform with personal and shared tasks, role-based areas, focus support, analytics and gamification.