Backend & MLOps Engineer @ Myolab
2023 – PresentRemote
- ▸Engineered core backend and cloud infrastructure using Terraform and AWS.
- ▸Developed FastAPI services for motion processing, LLM-based systems, and media pipelines.
- ▸Managed production AWS environments using ECS Fargate, SageMaker, and Lambda for scalable inference.
- ▸Optimized ML inference pipelines on GPU/CPU for large-scale video-to-motion processing.
- ▸Architected asynchronous workflows with Redis Streams and DynamoDB.
- ▸Established CI/CD standards using GitHub Actions for automated deployment.