Sidrah Liaqat
Machine learning engineer — deep learning, computer vision, and video understanding.
I am a machine learning engineer and PhD candidate at the University of Kentucky, advised by Dr. Samson Cheung. I build deep learning and computer vision pipelines for action recognition and behavior interpretation from video — most recently for autism spectrum disorder behavior detection from infant videos. I work in Python with PyTorch, TensorFlow, and OpenCV. Check out my resume.
Portfolio
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ASD Behavioral Analysis from Video
Deep learning + computer vision pipelines for autism-related behavior detection from infant video. PyTorch/TensorFlow, OpenCV.
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Eye-Gaze ASD Diagnosis
Predicting ASD diagnosis from synthetic saccade patterns and image-based eye-gaze data. Published in Signal Processing: Image Communication.