Computer Science Engineer | Artificial Intelligence & Machine Learning

I'm a final-year Computer Science Engineering student (Computing specialization) at the University of Huelva, focused on Artificial Intelligence, Machine Learning and Intelligent Agents. I like building ML systems end to end: from the raw signal and the data all the way to the model and its deployment on a device.

• 🎓 Final-year student — BSc thesis (TFG) Cortex-AI awarded Honors (Matrícula de Honor) and finalist of the 4th Sopra Steria Awards for the best AI theses in Andalusia
• 🌍 Based in Huelva, Andalusia, Spain
• ✉️ Reach me at jesus.calvente.zapata.24@gmail.com
• 🤝 Open to collaborating on interesting projects and looking for my first role in Data Science / ML
• ⚡ I believe enjoying the process matters as much as reaching the goal

• Cortex-AI — Early Parkinson's detection from voice (my BSc thesis). From clinical recordings to a mobile app with my own models: classic ML, ResNet over mel-spectrograms and Wav2Vec2, AUC up to 0.94, with SHAP/Grad-CAM explainability and deployment on a Raspberry Pi 5. Python · PyTorch · scikit-learn · FastAPI · Docker
• UAV: detection on the edge — On-board drone software that detects objects with YOLOv8n on CPU and streams video and telemetry to a ground station. Hexagonal architecture and multi-arch Docker. C++ · ONNX Runtime · Qt · MQTT
• GVGenius — Intelligent agents that play GVGAI video games using classic AI: STRIPS planning, A* search, decision trees and rule-based systems. Java
• Sudokode — Sudoku solver modeled as a constraint satisfaction problem (AC-3 + backtracking), validated on a dataset of 1,000,000 puzzles. Java

➡️ More on my portfolio.