Worked on resource optimization projects for improving system reliability and resolved production issues for GCP's Cloud Logging service. Managed CICD pipeline for service components, ensuring appropriate resource allocation and stable releases. Improved compression for backed data stores and contributed to development of a prototype environment for the Trusted Partner Cloud initiative, allowing for secure authentication and handling of data by 3rd party organizations.

Built Named Entity Recognition (NER) application and associated ML pipelines for identifying and extracting key financial data strings from unstructured text data sources. Fine tuned a custom transformer based solution and productionized Pytorch model using Amazon SageMaker for training, automation and deployment through a continuous data lifecycle in the cloud.

Built automation over a CICD workflow for the TrustZone layer of the stack across varying Snapdragon/Android chip-sets. Developed cross platform Python tooling to simplify build automation for a large scale version controlled codebase in Perforce. Reduced daily job backlog across release pipeline by automating batch testing to proactively cross-check compatible builds for dependency issues.

Ported a low level testing framework for firmware validation on select modern chipsets.

Created a testing framework for OEMs during the manufacturing process / saving factory resources.

Created high and low level call flow diagrams for processor verification testing.