At TrackMyMachines Ltd, The University of Sheffield, I introduced three ISO 22400-aligned manufacturing KPIs and developed a more robust cycle-time pipeline for a manufacturing client. I consolidated machine, order and shift records, and used operator and manager interviews to ensure the KPIs reflected real priorities.
My projects include GroceryGPT, a retrieval-augmented generation assistant for UK grocery products, and a leakage-free comparison of six classifiers for cancer-stage classification. As a Research Assistant at the Department of Computer Science and Engineering, PES University, I developed fabric-classification models and pipelines for live UAV telemetry; at Third Axis Ltd, I segmented customer data and automated telemetry pipelines.
