ryfeus / ryfeus

Hi! 👋

My name is Rustem and I'm a machine learning engineer at Instrumental and AWS ML Hero. Feel free to ask me questions about AWS and ML.

I maintain projects:

• lambda-packs - Packaged environments for AWS lambda which enable to use various python libraries
• gcf-packs - Packaged environments for Google Cloud Functions which enable to use various python libraries
• stepfunctions2processing - Single deployment configurations for AWS Step functions with AWS Batch, AWS Fargate, Amazon SageMaker and more

Check out my articles:

• Training models using Satellite imagery on Amazon Rekognition Custom Labels
• Using custom docker image with SageMaker + AWS Step Functions
• Amazon CodeGuru Profiler for monitoring cloud applications
• How to serve deep learning models using TensorFlow 2.0 with Cloud Functions
• Using the Serverless framework to deploy hybrid serverless/cluster workflows
• Using TensorFlow and the Serverless Framework for deep learning and image recognition

...and talks:

• Building Scalable End-to-End Deep Learning Pipeline in the Cloud
• Serverless workflows for orchestration hybrid cluster-based and serverless processing
• Serverless deep learning; or, How to port your TensorFlow model to AWS Lambda

You can find me on LinkedIn and my website ryfeus.io.