Umar Hussain

Previously: - Autonomy Engineer @ AeroVect - AI Software Engineer @ Musashi Ai - Robotics Engineer (Perception) @ Australian Center for Field Robotics Hey there! I'm Umar, a Computer Engineering graduate from the University of Waterloo. I bring over two years of experience in software development specializing in Robotics/Autonomy, AI, and Web Apps. - My experience includes building ML data pipelines optimized for GPU and cloud deployment, with diverse data types like text, images, video, and point cloud. I've developed high-performance robotics autonomy software, encompassing perception, prediction, and planning. My work in this area demonstrates a deep understanding of both classical algorithms and advanced neural networks, including CNNs and Transformers. - In roles at AeroVect and Musashi AI, I took ownership of significant projects, such as a lane-detection system to improve localization and a web app for large-scale image dataset organization through embedding clustering, respectively. - I have experience in full-stack development, where I've deployed multiple web applications most often using Flask or Node and React.