🎓 BS Computer Engineering (Minor in Data Science) @ De La Salle University - Manila
🔬 Currently working on ECHO — an edge-based, offline speaker-adaptive AAC system for dysarthric speech, using few-shot learning (E-Branchformer + Prototypical Networks) on a Raspberry Pi 5
📍 Las Piñas City, Philippines
- 🖥️ Interests: Machine Learning, Embedded Systems, Image Processing, Data Science
- 🧪 DOST-SEI Undergraduate Scholar (R.A. 7687) | Consistent Dean's Lister
- 🛠️ President, DLSU Association of Computer Engineering Students (ACCESS) AY 2025-2026
- 🥈 Silver Medalist – Internet of Things Expert, WorldSkills NCR 2026
- 🏆 Champion (2024) & 1st Runner-Up (2025), Robothon Competition (ICpEP – NCR)
| Project | Description | Stack |
|---|---|---|
| ECHO | Offline AAC system adapting to individual dysarthric speakers via few-shot learning | Raspberry Pi 5, E-Branchformer, Prototypical Networks |
| Gram-Stain Bacteria Classification | Image segmentation + CNN pipeline achieving 95.92% accuracy across 33 bacterial classes | OpenCV, YOLO11, EfficientNetV2-B2 |
| Handwritten Math Recognition & Solver | CV-based symbol segmentation and CNN classification with spatial parsing to solve equations | OpenCV, CNN, SymPy |
| BEAT-BIT | Wearable heart/activity monitor with on-device TinyML classification (89.3% accuracy, 68ms latency) | ESP32-C3, MAX30102, Edge Impulse |
| ICT & Human Capital Analysis | Ordered logit regression on a 684K-row PSA dataset linking education & connectivity to income | Python, Statistical Modeling |
| DLSU Thesis Portal | Full-stack web app for managing thesis groups and defense scheduling | SQL, PHP, JavaScript, HTML/CSS |
| Project MAIS | Automated irrigation system with a real-time MATLAB monitoring dashboard | MATLAB, Arduino |
| Project K-NECTIVITY | Network vulnerability mapping using Kosaraju's algorithm for SCC detection | Java |
Languages: Python, Java, MATLAB, SQL, JavaScript, PHP ML/CV: OpenCV, YOLO, EfficientNet, TinyML/Edge Impulse, CNNs Embedded: Arduino, ESP32, Raspberry Pi Web: React, HTML/CSS, WordPress Engineering Software: MATLAB, Simulink, NI Multisim, Proteus 8 Design: AutoCAD, Autodesk Fusion 360
