I am an energetic and ambitious person who has developed a mature and responsible approach to any task that I undertake. I am a programming and technology aficionado.
Portfolio - vaibhavvemula.me
• Worked with various deep learning models, architectures and strategies for pedestrian detection and segmentation in the Autonomous Driving (AD) domain.
• Researched and implemented various ensemble learning techniques for object detection and segmentation.
• Constructed MLOps pipeline and developed a visualisation dashboard using MLflow to better analyse metrics.
• Used CUDA for parallel processing and optimising the pipeline.
• Technologies used - PyTorch, Tensorflow, CUDA, OpenCV, MLOps, MLFlow, DVC, Python