Technical work that is not formal research: implementations built to understand something, engineering systems, tooling, and experiments. Depth matters more than count.
A leakage-safe reproduction of a widely replicated eye-state and temporal-alerting pipeline, built to locate where its system-level failures actually originate.
Python · PyTorch · OpenCV · scikit-learn
A framework for searching over LLM harnesses under a fixed compute budget: Pareto search across accuracy, tokens and latency; successive-halving evaluation; and drop-one ablation to attribute gains to individual components.
Python · Pareto optimisation · Successive halving · Ablation attribution
A web-based learning management system for Babcock University's Centre for Open and Distance e-Learning, supporting student, lecturer, and administrator workflows across courses, assignments, materials, and class interaction.
React · JavaScript · Bootstrap · Node.js · Express · MongoDB · Mongoose · Socket.IO · Cloudinary
A production AI platform combining multimodal generation, retrieval-augmented context, asynchronous orchestration, model routing, and evaluation systems.
Multimodal pipelines · Model routing · Retrieval-augmented context · Asynchronous orchestration · Evaluation systems