Education
🎓 B.Sc. Systems Engineer
Universidad Industrial de Santander 2021-2025
Skills & Interests
🖥️ Programming Languages & Technologies
- Python: PyTorch, OpenCV, Librosa, Pandas, Numpy
- JavaScript: React.js
- TypeScript: Angular, Chart.js
- Others: Bootstrap, Git, RESTful APIs, Agile Methodologies
🚀 Research Interests
- Thermal Imaging
- Medical Diagnosis
- Multimodal learning approaches
🏐 Hobbies
- I love playing volleyball
- I like personal finance and personal development
Projects
Breast Cancer Detection Using Thermal Imaging
This project uses thermal imaging to non-invasively detect breast cancer. By analyzing infrared radiation, it identifies anomalies associated with cancer. The approach involves data collection, preprocessing, CNN-based classification, and model evaluation, providing a comprehensive methodology for early detection.
Multimodal Early Detection of Parkinson’s Disease
This project develops a non-invasive multimodal approach for early Parkinson’s disease detection using video and audio analysis. By identifying patterns in motor symptoms like facial rigidity and speech disorders, it employs machine learning and neural networks to enhance diagnosis.
Finanzify
Finanzify is a financial management tool with features for tracking income, expenses, and investments. Built with Angular and Bootstrap for the frontend, and Spring Boot with Java and MySQL for the backend. It includes dynamic charts using Chart.js and secure data handling with hash encoders.
Moview
Moview is a dynamic movie review platform featuring interactive carousels, detailed movie pages, and powerful search. Built with React.js, it provides movie ratings, trailers, and reviews from The Movie Database API. The backend uses Node.js, MongoDB, and JWT for secure, efficient data management.
Member at Hands-on Computer Vision
A passionate research group at UIS dedicated to advancing computer vision through innovative solutions and cross-community knowledge sharing. We explore topics such as optics, deep learning, thermal imaging, hyperspectral imaging, single-photon imaging, and depth estimation through stereo vision and LiDAR.
Get in Touch
Feel free to explore my work and connect with me!
