phd candidate researching heterogeneous on-device neural-network inference across cpu, gpu and apple neural engine.
senior ios engineer building production mobile systems, performance-critical architecture and core ml powered features for high-scale products.
creator of an adaptive pipeline scheduler for yolov8 on ios, reaching 3.25x throughput in benchmark experiments and filed as a software-program patent.
this is a concise public profile for my uk global talent visa evidence and related work.