About Me
I am a Systems Engineering student in my 10th semester with a strong focus on full-stack development and applied artificial intelligence. I enjoy building production-ready web applications, designing reliable APIs, and working with both SQL and NoSQL databases.
My experience includes freelance development work where I handle the full lifecycle of custom web applications, from requirements analysis and design to deployment and maintenance. I have delivered live projects such as a multi-store management system and an e-commerce backend with payment integration.
I also have hands-on experience developing deep learning solutions, including a thesis project based on convolutional neural networks to identify geothermal potential zones in Colombia using satellite imagery. This work has strengthened my skills in Python, TensorFlow, and model evaluation.
I value responsibility, adaptability, teamwork, and problem solving, and I like taking ownership of projects with a results-oriented mindset. I am comfortable working across frontend, backend, and data-driven components of a solution.
My technical stack includes JavaScript, React, Tailwind, Node.js, FastAPI, Django, Java, MySQL, PostgreSQL, MongoDB, Docker, AWS, Git, and modern development workflows. I also work with tools such as Postman, Swagger, and GitHub Actions.
I am open to opportunities where I can contribute as a full-stack developer and continue growing in software engineering, AI, and scalable product development.
Skills
Problem SolvingPythonAWSCustomer ServiceJavaScriptJavaReactTypeScriptGitHTMLCSSPostgreSQLMySQLMongoDBTeamworkTensorFlowDjangoDeep LearningfastAPIOAuthMVCKerasJWTOpenCVConvolutional Neural Networks
Tech Stack & Tools
Application Hosting
Data Stores
Libraries
Experience
I work on end-to-end development of custom web applications, including requirements analysis, design, full-stack development, deployment, and maintenance.
I have delivered a multi-store management system for Variedades Majo that has been live in production since 2025. I also built a professional website for Bella Accesorios with frontend, backend, and payment gateway integration.
I developed a multi-store backend using Node.js, TypeScript, and MongoDB with JWT authentication, per-store inventory management, and a multi-item sales module.
The system includes advanced sales and inventory reporting, a modular MVC architecture, and a production-ready REST API with integrated documentation. I also built the React + Vite frontend for the project.
I built an e-commerce backend for a jewelry store using FastAPI, MongoDB, and PayU.
The solution includes secure authentication, product CRUD, and a persistent shopping cart. I implemented PayU Latam payment integration, multiple security measures aligned with OWASP, clean architecture, robust input validation, and automatic Swagger documentation.
I am developing an undergraduate thesis project focused on a predictive model using convolutional neural networks to identify geothermal potential zones in Colombia through ASTER satellite imagery.
The project includes geospatial preprocessing, model training with EfficientNetB0 and ResNet, evaluation with advanced metrics, and predictive map generation.
Education
Systems Engineering, Systems Engineering
I am currently studying Systems Engineering and am in my 10th semester. My academic focus supports my work in full-stack development, software engineering, and applied AI.
Technical High School Diploma, Industrial Processes Specialization
I completed a technical high school diploma with a specialization in industrial processes.
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