Created ML pipeline using AWS Sagemaker from preprocessing to training to deploying. Used Tensorflow Keras to deploy and modify semantic segmentation architectures (UNET and Deeplab). Managed AWS data pipelines with S3. Prepared reports for investors on ML training progress. Created robust evaluation notebooks and custom Cloudwatch metrics to track model metrics over time and training sessions.

Created company flagship mobile app singlehandedly from scratch using React Native with Redux for frontend, and Node.js for backend. Launched in Apple App Store and Google Play Store. Created extensive documentation and led training in React Native for other software developers to ensure a sustainable development workflow after contract was over.