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PRIYANKA KAMILA
Looking for a jobAI Software Engineer
Machine Learning Engineer at Mo-Sys Engineering Ltd. who developed camera tracking and sports-field registration for real-world video.
United KingdomAI Software Engineer at Mo-Sys Engineering Ltd.
About
At Mo-Sys Engineering Ltd., I researched learning-based camera tracking and sports-field registration using real-world recorded video and projective geometry. I developed Python/CUDA tools to evaluate camera calibration, visualize trajectories, benchmark approaches, and investigate failures.
I also built multimodal video-generation workflows with temporal transformers, diffusion models, UNet3D, and CLIP. My projects include a deployed FastAPI service for Stable Diffusion inference and a PyTorch MSc dissertation combining sketch and image representations for face generation.
Experience
AI Software Engineer
Owned Python/PyTorch ML research and experimentation from requirements through integration. Led research into learning-based camera tracking and sports-field registration, and built multimodal video-generation workflows.
PythonPyTorchCUDAComputer VisionCamera Tracking and MatchmovingCamera CalibrationCamera Pose EstimationMulti View GeometryProjective GeometryLens DistortionField RegistrationCOLMAPTransformersDiffusion Models3D UNetCLIP
Education
University of Surrey
MSc in Computer Vision, Robotics & Machine Learning from the University of Surrey, completed in 2024.
MSc in Computer Vision, Robotics & Machine Learning from the University of Surrey, completed in 2024.
Usha Mittal Institute of Technology
BTech in Electronics Engineering from Usha Mittal Institute of Technology, completed in 2019.
BTech in Electronics Engineering from Usha Mittal Institute of Technology, completed in 2019.