Experience / profile
Full Stack Developer & Creative Engineer
IT student building ML-powered products and training through hands-on cybersecurity practice. I ship experiments that actually work: on-device audio models, browser-native AR, and LLM tooling.
Elsewhere
Evidence
Proof of work
Competitions, certificates, and what people have said about working with me. Open any award to read the detail.
- 2025–26
BSIT Student · 2nd Year
Studying Information Technology while shipping independent ML projects and training hands-on through online CTF competitions on the side.
BSIT curriculum + side builds
Coursework in programming, databases, and systems, balanced against self-directed model training and security practice.
Songline2026 · PROJECTML Engineer
An on-device bird call identifier trained on noisy field recordings, compressed to TFLite, and tuned for traffic and wind.
Songline
Audio classification from a phone recording with robust feature extraction and on-device inference.
PyTorchTFLite
Phantom2026 · PROJECTAR / ML Engineer
A browser AR game where a TensorFlow.js anomaly detection model watches the live camera feed and projects presences to investigate.
Phantom
Real-time anomaly detection rendered as an AR game surface with React Three Fiber.
TensorFlow.jsTrace2026 · PROJECTAI Product Engineer
A constellation diary where an LLM tags the theme of each day's highlight and the canvas draws a star, growing into a year-long map.
Trace
Daily reflections turned into an annual constellation visualization with Next.js, LLM tagging, and Canvas rendering.
LLMCanvas
- 2025
- 2024–26
- 2023–24
- 2023–26