• IT & Programming
  • May 1, 2024
  • 89 Views

Machine Learning Engineer (AWS, Sagemaker)

  • Freelancer Type Individual
  • Project Duration 1-3 Weeks
  • English Level Basic level
  • Languages English

Description

1.Understanding of Natural Language Processing (NLP), Natural Language 2.Understanding (NLU) and Natural Language Generation (NLG) 3.Develop and implement technical efforts to design, build, and deploy AWS ML models at the direction of lead architects, including large-scale data processing, computationally intensive statistical modelling, and advanced analytics 4.Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.) 5.Should have experience in AWS services such as SageMaker, Elasticsearch, and general knowledge of AWS architecture & other services 6.Ability to write robust code in Python, Java and R 7.Experience optimizing model hyperparameter tuning for speed and cost 8.Experience in building MLOps pipeline using MLOps frameworks like Kubeflow, MLFlow, and DataRobot 9.Experience with Docker and Kubernetes 10. Familiarity with Eventbridge and AWS step function for workload orchestration 11.Experience with Agile Development.

Skills Required

Developer

Project ID:RH-13181-lancer

Project Proposals (1)

udit
  • 17 days ago
  • No Reviews
  • ₹24,999.00
  • in 7 days

I offer expertise in NLP/NLU/NLG and AWS ML model development, aligning with your requirements. Proficient in TensorFlow, PyTorch, and HuggingFace Transformers, I've deployed models on AWS SageMaker and Elasticsearch. Skilled in Python, Java, and R, I optimize hyperparameters and build MLOps pipelines using Kubeflow and MLFlow. With Agile experience, I ensure efficient workload orchestration using Event bridge and AWS Step Functions. My background in ML and AWS architecture ensures I meet your technical needs effectively. Best regards, Udit Kumawat

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Budget
₹25,000.00
Fixed

31 Days left

Mayank Desai

Member since May 1, 2024
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