Hermes
Developed a microservice based system using Python, Docker, AWS, MLFlow, and Databricks to produce a system where custom and open source speech-to-text ML models could be implemented, replaced, and versioned as needed. This project helped First Orion reduce its dependence on Amazon Transcribe to handle translation of speech data into text for analysis by the data science team.
Customer Certification
Implemented microservices using Go, NATS, AWS, and DynamoDB to provide automated verification for businesses signing up for First Orion's core platforms - reducing onboarding time for well-qualified businesses from roughly two weeks to minutes. Explored and implemented CI/CD pipelines with Bitbucket Pipelines, self-hosted runners on AWS, ArgoCD for GitOps, and the LGTM stack for monitoring