Rafael A.
San SalvadorEl Salvador
100% Job Success
Top Rated Plus

Machine learning and Deep learning developer

I am a skilled and experienced Machine Learning Engineer focusing on Natural Language Processing, Audio analytics, and Generative Models. My expertise includes Text Cluster Analysis, Text Classification, Token Classification, Generative Text, and Large Language Model Usage. Additionally, I have experience in Automatic Speech Recognition, Audio Classification, Conversation analytics, Diffusers, and Autoencoders. I am proficient in Python, Tensorflow, PyTorch, and Hugginface Transformers. Regarding MLOps (and DevOps), I have extensive experience deploying models and applications using FastAPI, Docker, Kubernetes, NVIDIA Triton, AWS Sagemaker, Lambda Functions, ECR/ECS, and other AWS services. as well as the usage of some CI/CD tools as Github, Gitlab, Jenkins, and ArgoCD. I am proficient in PostgreSQL, SQL Server, ElasticSearch, and Storage such as S3. I have worked on several projects that involved managing and optimizing databases to support Machine Learning models. This includes designing and implementing database schemas, creating and managing data pipelines, and setting up data processes for model Deployment and monitoring.

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Skills

  • TensorFlow
  • R
  • Neural Network
  • Statistics
  • Project Risk Management