Senior Software Engineer
Aug 2022 - Present
• 2 yrs 4 mosI work on the prediction & behavior ML team which develops deep learning model for predicting the future behavior of vehicles and vulnerable road users. My work includes modern network architectures (CNN, GNN, Transformers) for prediction models, highly parallel data pipelines for training and evaluating models, and applications of embeddings such as semantic similarity .
Software Engineer
Dec 2018 - Aug 2022
• 3 yrs 9 mosSoftware Engineer
Second Spectrum, Inc.
Jun 2014 - Nov 2018
• 4 yrs 6 mosI worked on the computer vision team which was responsible for our multi camera sport tracking system which was used league wide in the NBA. My work included building efficient detection algorithms that leveraged CNNs, building data collection and labeling tools for training detection models, building metrics pipelines for evaluating models, and implementing latency and reliability improvements to the tracking system.