Status: Offline
Rafael A.
San Salvador, El Salvador
100%
Job Success
Machine learning and Deep learning developer
$75.00/hr
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.
Work history
Work history
Part-Time Data Science Developer (Python) - 2021
Apr 18, 2021
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Jun 5, 2023
No feedback given
Private earnings
Machine Learning: Fine Tune Whisper Model from OpenAI
Jan 25, 2023
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May 8, 2023
No feedback given
Private earnings
Backend Development for Machine Learning Web App
Mar 20, 2023
-
Mar 31, 2023
No feedback given
Private earnings
PoC leveraging AI for Clinical Trials
Aug 2, 2022
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Mar 17, 2023
No feedback given
Private earnings
Ingredient NER - GPT3 and/or transformers
Sep 15, 2022
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Mar 17, 2023
No feedback given
Private earnings
Tensor Flow Lite Machine Learning model
Jun 21, 2022
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Aug 6, 2022
No feedback given
Private earnings
Machine Learning Engineer
Nov 15, 2021
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Dec 9, 2021
No feedback given
Private earnings
Machine Learning
Oct 15, 2021
-
Oct 15, 2021
5.00
"Rafael did a great job. He is proactive, responsive, and a hard worker. We'll definitely work with him again. Highly recommended for your projects!"
Private earnings
Druid + Kafka Cluster (k8s)
Aug 31, 2020
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Oct 24, 2020
5.00
"Great guy!"
Private earnings
Data Engineer
Sep 11, 2020
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Oct 2, 2020
5.00
"An incredible data engineer. Initiative, curious, keen, shrewd, all the characters a great data scientist needs. Wish we could keep Rafael!
You won't make a mistake hiring Rafael."
Private earnings
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Skills
Skills
- TensorFlow
- R
- Neural Network
- Statistics
- Project Risk Management