SageMaker Expert for TensorFlow Model Training
Budget: £5 – £10 GBP
I’m looking for a SageMaker expert to assist in a live coding session to train a basic TensorFlow-based Two-Tower model using the Movielens dataset.
Requirements:
• Use Amazon SageMaker for model training
• Implement a Two-Tower model (User & Item Embeddings)
• Prioritize Retrieval, but discuss potential Retrieval & Ranking pipeline
• Ensure the solution is serverless (SageMaker Training Jobs, Inference with SageMaker Endpoints or Lambda)
• Use TensorFlow Recommenders (TFRS) if applicable
• The goal is to have a working prototype that can be iterated upon
Ideal Outcome:
By the end of the session, I should have a functioning two-tower retrieval model that runs on SageMaker serverless infrastructure, with an understanding of the next steps for ranking.
Preferred Session Format:
• Live, hands-on coding session (Zoom/Google Meet)
• Ideally within the next few days
If you have experience with SageMaker, TFRS, and recommender systems, please send a proposal with your availability.
Requirements:
• Use Amazon SageMaker for model training
• Implement a Two-Tower model (User & Item Embeddings)
• Prioritize Retrieval, but discuss potential Retrieval & Ranking pipeline
• Ensure the solution is serverless (SageMaker Training Jobs, Inference with SageMaker Endpoints or Lambda)
• Use TensorFlow Recommenders (TFRS) if applicable
• The goal is to have a working prototype that can be iterated upon
Ideal Outcome:
By the end of the session, I should have a functioning two-tower retrieval model that runs on SageMaker serverless infrastructure, with an understanding of the next steps for ranking.
Preferred Session Format:
• Live, hands-on coding session (Zoom/Google Meet)
• Ideally within the next few days
If you have experience with SageMaker, TFRS, and recommender systems, please send a proposal with your availability.