Luis Alberto (Alberto) Peñafiel Palmer-Cloud Engineer
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Experience
Cloud Engineer
Personal Projects
Developed a Streamlit ML application utilizing a RandomForest model (Scikit-learn) for predicting smoking behavior, employing Pandas, NumPy, and Matplotlib for data analysis and visualization; deployed on AWS using Terraform for EC2, IAM roles, and S3 buckets, with Pickle for model storage.
Mastered AWS services including S3, EC2, CloudFormation, IAM, and Auto Scaling, focusing on advanced features like versioning, CORS, ETags, and checksums through AWS-Examples-Freecodecamp.
Developed and optimized CI/CD pipelines with GitHub Actions to deploy static websites on GitHub Pages, enhancing automated validation, deployment, and maintenance processes.
Created and deployed a classic Snake game using Flask, containerized with Docker and deployed on Render.
Biology and Medical Assistant
Ludwig Maximilian University - Medicover
Healthcare, diagnostics, and treatment support.
Served as Deputy Sector Head Flow Cytometry, applying machine learning engineering techniques.
Conducted data analysis, monitoring of immunological and chronic immunological diseases, and tests for transplantation.
Industry Experience
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Experienced in Biotechnology, Healthcare, and Information Technology.
Business Area Experience
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Experienced in Research and Development and Information Technology.
Summary
Data Science & Machine Learning Engineer: Experienced in developing and deploying ML solutions using Python, Pandas, NumPy, Scikit-learn, TensorFlow, and Streamlit; specialized in data analysis (EDA), visualization, and NLP.
Cloud & DevOps Engineer: Hands-on experience in cloud engineering with AWS (S3, EC2, CloudFormation, IAM) and infrastructure as code (Terraform, Pulumi); adept in CI/CD pipelines using GitHub Actions and DevOps tools like Docker and Render.
Skills
- Python
- Sql
- Bash
- Javascript
- Pandas
- Numpy
- Matplotlib
- Seaborn
- Streamlit
- Eda
- Scikit-Learn
- Tensorflow
- Pytorch
- Aws S3
- Terraform
- Pulumi
- Github Actions
- Docker
- Ec2
- Cloudformation
- Iam
- Render
- Github Pages
- Aws Cli
- Auto Scaling
- Git
- Github
- Flask
- Apis
- Jupyter Notebook
- Devcontainer
Languages
Education
4Geeks Academy
Machine Learning Engineering · Spain
LaSalle
Clinical and Biomedical Laboratory Technician · Montreal, Canada
Queens Academic Group
Diploma in Tourism Management · New Zealand
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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