Responsible for designing, developing, and deploying machine learning models to drive business value through data-driven insights.

Key Responsibilities:

• Build and implement ML models to solve complex problems.
• Analyze large datasets and extract insights.
• Fine-tune models for performance and accuracy.
• Deploy and monitor ML models in production.
• Collaborate with teams to integrate solutions into products.
• Communicate findings and create clear documentation.

Responsible for designing, building, and maintaining scalable software solutions that meet business and user needs.

Key Responsibilities:

• Develop and implement software applications and systems.
• Collaborate with cross-functional teams to design efficient solutions.
• Write clean, maintainable, and scalable code.
• Debug and optimize existing software for performance and reliability.
• Participate in code reviews and ensure best practices.
• Integrate APIs and third-party services.
• Ensure security and data integrity in all solutions.

Responsible responsible for assisting in the development and testing of software solutions while gaining hands-on experience in coding, Operative Systems administration and database management.

Key Responsibilities:

• Assist in creating software solutions for internal services.
• Debug and troubleshoot issues in existing applications.
• Learn and apply best practices in software development.
• Support in integrating APIs and third-party services.
• Participate in Operative System administration tasks and database management.
• Help maintain documentation for systems, code, and processes.

Responsible for designing and implementing a comprehensive web platform to labor conciliation processes for workers and employers as Tech Leader.

Key Responsibilities:

• Led the technology team in developing core features.
• Implemented Landing Page, CMS, Chatbot, Indemnization Calculator, and appointment booking system.
• Designed and managed system architecture and cloud platform.
• Utilized Laravel, Statamic, BotMan, MySQL, and Power BI for development and data visualization.
• Ensured seamless integration of tools to enhance conflict resolution efficiency.

Served as a jury member for Master’s students’ graduation projects in Data Science, evaluating proposals, technical execution, and the value of implemented solutions.

Key Responsibilities:

• Assessed students’ ability to identify and address value-generating problems.
• Reviewed project implementations to ensure effective and valuable solutions.
• Evaluated technical proficiency and quality of project execution.
• Provided constructive feedback on implementation and presentation.

Collaborated with Axeleratum to develop AI-driven analytics that enhance sports performance and generate valuable indicators.

Key Responsibilities:

• Analyzed data sources to assess athlete performance.
• Developed data science models to identify areas for improvement.
• Created indicators for monitoring and enhancing athlete development.
• Initiated data-driven projects to optimize training and game processes.

Published and presented the paper “Sentiment Analysis on Twitter about COVID-19 Vaccination in Mexico” at the MICAI.

Key Responsibilities:

• Filtered and prepared data extraction using snscrape.
• Developed Machine Learning models for sentiment analysis.
• Validated and selected top-performing models.
• Authored and presented the research paper at the conference.

Developed integrations between WooCommerce and data analysis platforms, implementing real-time fraud notification systems using AWS webhooks.

Key Responsibilities:

• Connected WooCommerce with Octoboard and the database for comprehensive reporting.
• Integrated Slack with AWS webhooks to enable real-time fraud charge notifications.
• Configured WooCommerce settings to support seamless data flow and analytics.
• Ensured secure and efficient data transmission across multiple platforms.

Participated in the Datatón de Anticorrupción organized by Plataforma Digital Nacional, developing data analysis and anti-corruption detection proposals.

Key Responsibilities:

• Analyzed data using a graph-based database.
• Developed proposals for corruption detection solutions.

Led a team to develop an Intelligent Tourism Android app using AI, achieving a finalist position among 20 teams out of 500. The app provided an interactive and engaging way to explore museums and tourist areas through data science

Key Responsibilities:

• Led the team in creating an AI-driven tourism solution.
• Implemented AI strategy for personalized tour recommendations.
• Integrated interactive maps and user-friendly interfaces in MarvelApp.
• Developed a prototype (POC) using Android.

Achieved 1st place in Kellogg’s Data Jam by developing data-driven solutions to optimize product distribution routes.

Key Responsibilities:

• Analyzed INEGI data to identify distribution patterns and inefficiencies.
• Prepared and visualized data for impactful presentations.

Participated in a Data Science project for OCESA through University Panamericana Consultancy, optimizing product distribution.

Key Responsibilities:

• Analyzed data and conducted EDA to uncover insights.
• Created visualizations with graphics and plots for presentations.
• Developed proposals for client presentations.

Contributed to the PanterasUP Data Science Group at University Panamericana, supporting students in learning and applying data science and AI, and facilitating participation in competitions.

Key Responsibilities:

• Mentored and led team members in data science projects.
• Participated in events and competitions.

Participated in an international competition, designing and building a 2m x 3m gasoline-powered scale aircraft to drop payloads at 30m distance and height. Achieved 10th place in 2016 and 6th place in 2017.

Key Responsibilities:

• Assisted in constructing the scale aircraft.
• Generated reports and performed necessary calculations.
• Led the team during the second year of participation.

Participated in a Latin American competition, developing a ride-sharing mobile app to enhance mobility and reduce emissions. Ranked among the top 50 out of 150 projects.

Key Responsibilities:

• Supported mobile app development.
• Created design materials.