Yu Hoe Tan Email & Phone Number

Singapore

National Servicemen @ SAF Detention Barracks (SAFDB)Carrying out 24/7 incarceration and law enforcement operations for incarcerated military offenders.

Singapore

Video Analytics, Data Science and Artificial Intelligence Division (DSAID)• Main engineer for photo relevance study in municipal feedback cases for MSO (Municipal Services Office). Proposed and developed an Image Relevance model using zero-shot image classification and embedding similarity methods. Achieved 97% accuracy without model training.• Evaluated the performance of zero-shot visual-language models (CLIP and OWL-ViT) as general-purpose computer vision capabilities, for visual recognition use cases with limited labelled data.• Designed a data drift detection system for computer vision models using multivariate hypothesis testing, as a proof of concept for MLOps workflows.• Comparison study between MMDetection framework and YOLO Darknet framework for pedestrian pathway object detection.• Presented multiple knowledge-sharing sessions on open-vocabulary models, visual-language pretraining (VLP) models, and self-supervised learning (SSL).