“I thrive at the intersection of data science and software engineering, creating solutions that bridge complex algorithms with user-friendly applications.”
Currently pursuing Data Science at ESCOM-IPN
Technical Skills
A comprehensive toolkit spanning data science, machine learning, and full-stack development
Featured Projects
Check out my latest work
From data science pipelines to full-stack applications. Each project showcases different aspects of my technical expertise.
Prediction of passengers for mexican airlines
September 2023 - November 2023
Developed SARIMA time series model to forecast domestic air travel demand over 5 years, analyzing 36 years of historical data from Mexican aviation authorities. Achieved 92% forecasting accuracy through cross-validation, enabling capacity planning optimization for major carriers.
Melari Spa
September 2023 - July 2024
Led full-stack development of SEO-optimized wellness platform using Astro/React, resulting in 40% increased booking conversions. Implemented CI/CD pipeline with Vercel achieving 99.9% uptime. Integrated headless CMS for dynamic content management.
Dashboard Financial
February 2024 - March 2024
Designed automated financial reporting system using Excel VBA, reducing manual processing time by 15 hours/week. Featured dynamic P&L visualizations, cash flow forecasting modules, and KPI tracking for 200+ branch locations.
Prediction of the price of houses in Mexico City
June 2024
Built machine learning pipeline (Random Forest Regressor) predicting property values with 88% R² score. Engineered features from geospatial data and market trends. Deployed as Flask API for real-time valuation estimates.
Certifications
Let’s Connect
Ready to Transform Data into Impact?
I’m currently open to new opportunities in data science, machine learning, and full-stack development. Whether you need predictive analytics, web solutions, or data visualization dashboards, let’s discuss how I can help drive your business forward.
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