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.
• 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).