At Metafusion, I redesigned data curation and the training pipeline for face recognition, improving FNMR 10-fold across mugshot-mugshot and visa-border NIST 1:1 and 1:N sets. I also improved face detection on the WiderFace test set and incorporated PAD Level 1 spoofing detection.
Previously, I customized computer vision detectors at Awiros for tasks including vehicle and pothole detection, and worked on violence detection methods that increased accuracy by 15% over previous methods. At Personabo, I fine-tuned DeBERTa models and zero-shot models for text classification and other tasks.
