Welcome to my GitHub profile! I'm a passionate AI-Software Engineer with 1 year of professional experience and 3+ years of hands-on learning. I specialize in AI, machine learning, and full-stack development. I enjoy crafting innovative AI solutions, collaborating with teams, and learning new technologies.
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Advanced Diploma in Software Engineering Technology (AI)
Centennial College
Sep 2022 – Apr 2025 -
Bachelor of Engineering in Industrial and Systems Engineering
Technological Institute of Sonora, Mexico
Sep 2010 – Jun 2014
🤖 Technologies: GCP Workbench, Papermill, Python, Flask, React, Next.js
- Built a scalable machine learning pipeline to generate beer recipes based on flavor profiles.
- Designed and trained ML models (Random Forest, XGBoost, Logistic Regression, etc.), achieving 72% prediction accuracy.
- Created a web application to display results with a responsive React frontend and Flask backend.
🖥️ Technologies: React, TypeScript, Tailwind CSS, Zod, Radix UI
- Developed responsive user interfaces for HR management, including role-based dashboards and data visualizations.
- Integrated advanced form handling and real-time feedback to enhance usability.
🌍 Technologies: Python, SVM, Signal Processing
- Implemented a seismic detection algorithm analyzing Apollo and Mars InSight data.
- Achieved noise reduction and accurate seismic event detection through signal processing techniques.
🩺 Technologies: MONAI, DenseNet121, Flask API
- Built binary classifiers for detecting foot conditions using advanced deep learning models.
- Developed a Flask API to showcase ML model capabilities.
WIMTACH - Centennial College | Jan 2025 – May 2025
- Designed and implemented modular AI/ML workflows using regression/classification models (Random Forest, XGBoost, Gradient Boosting, and SVM), with automated model selection, hyperparameter tuning, and model versioning.
- Built and deployed a full-stack web application using React/Next.js, and FastAPI to interact with AI models for generating beer recipe.
Exera Solutions | Jan 2025 – Apr 2025
- Developed RESTful APIs to support job description creation, editing, approval workflows, and user management, leveraging JWT authentication for secure access control.
- Integrated Google Gemini AI for automated bias analysis, enabling the detection and mitigation of unconscious bias in job descriptions.
WIMTACH - Centennial College | Sep 2024 – Dec 2024
- Conducted detailed analysis of the dataset, including data cleaning, preprocessing, and exploratory data analysis (EDA).
- Developed binary classifiers for several foot conditions (Callus, Corn, Fungal infections, and Long Nails) using the DenseNet121 model.
- Deployed trained DenseNet121 models via a Flask API with structured input/output, enabling real-time inference; applied basic model versioning and logging for monitoring predictions.
- Capstone Industry Group Project – Centennial College (2025)
- NASA International Space Apps – Centennial College (2024)
- Occupation-Specific Language Training Technology – Humber College (2022)
- ISO 19011:2011 – Technological Institute of Sonora (2014)
- IBM Data Science - Coursera (2025)
- IBM Full-Stack Web Developer - Coursera (2025)
- Email: [email protected]
- LinkedIn: Rodolfo Borbon