I am a software developer with a strong background in Computer Science.

I hold a master degree in Computer Science mainly oriented to Machine Learning, Computer Vision, and NLP.

• I have 3 years of experience as a full-stack developer including front-end, back-end, and cloud development with AWS.
• I have 3 years of experience as a Data Engineer and
• 2 years as a Machine Learning Engineer.

I am a passionate about Machine Learning, Deep Learning, Computer Vision, NLP, GenAI, and Data Science.

Below, some technologies I have experience:

Explore some of my key projects that showcase my skills in Machine Learning, NLP, and Computer Vision:

• Speech Analysis - NLP
  💡 Automated speech monitoring to analyze sales calls and improve team performance using NLP techniques.
• Hiring Bot - NLP
  🤖 A chatbot for resume screening, leveraging fine-tuned models and prompt engineering to optimize recruitment.
• Spanish Sentiment Analysis
  🇪🇸 Developed a sentiment analysis model tailored for the Spanish language using custom datasets.

• Violence Detection
  🚨 Built an action detection system to identify violence in videos using action tubes and deep learning.
• Deep Estimation for Autonomous Driving
  🚗 Implemented a depth estimation model for autonomous driving scenarios with state-of-the-art architectures.
• Camera Calibrator
  📸 Created a tool to calibrate cameras for better geometric accuracy in image-based tasks.

• MLOps - CI/CD
  🔄 Designed a CI/CD pipeline for heart disease prediction models using Docker, GitHub Actions, and MLflow.
• Support Vector Machines - My Analysis
  📊 Performed an in-depth analysis of SVMs for classification and regression tasks with visualizations.

Explore how I design robust and scalable solutions in data engineering:

• Lambda Conversor
  🔄 Serverless Excel-to-CSV conversion tool using AWS Lambda for efficient file transformations.
• ETL Serverless
  🛠️ Built a serverless ETL pipeline leveraging AWS and Terraform for automation and scalability.