Research Experience

My research experience and selected projects.

Self-Supervised WiFi Sensing for 3D Human Pose
Self-Supervised WiFi Sensing for 3D Human Pose
WiFi SensingSelf-Supervised Learning3D Human Pose
Physics-Aware Multimodal Fusion for Dense EMF Exposure Map Prediction
Physics-Aware Multimodal Fusion for Dense EMF Exposure Map Prediction
EMF Exposure MappingVision TransformersPhysics-Informed ML
Tiny Object Detection in Aerial Imagery
Tiny Object Detection in Aerial Imagery
Aerial ImagerySmall-Object DetectionCross-Attention
Domain-Adaptive Satellite AI for Child-Center Site Prioritization
Domain-Adaptive Satellite AI for Child-Center Site Prioritization
Domain AdaptationSatellite ImageryHumanitarian ML

Projects

  • Tiny Pest Detection — a high-resolution crop-and-detect, YOLO-based pipeline for spotting 1–3 mm pests while preserving small-object detail.
  • Watch-List Filtering for Financial Compliance — a BERT / CharacterBERT name-matching pipeline combining character-level representations with rule-based filtering for noisy name records.