AWS WorkSpaces

Just Walk Out Technologies

AWS S3

● Used machine learning (Random Forest, Gradient Boosted Forest, SVM, Deep Learning) to predict informed trading in the stock market● Engineered neural networks, tuned model hyper-parameters, optimized training andinference workflows● Cleaned and normalized data at scale; parallelized code using Apache Spark and ranon cloud compute resources (AWS, Azure, GCP)

● Researched computer vision algorithms for accident anticipation● Engineered and improved deep neural networks in PyTorch, including object detectors, feature extractors, and RNNs with dynamic attention● Created custom network architectures to improve performance● Built end-to-end training and inference pipelines● Deployed large-scale workloads on HPC by building Docker containers