Experience
A chronological view of the roles I’ve held, from research and internships to leading robotics teams.
BMKG - Badan Meteorologi, Klimatologi, dan Geofisika
Developed a PM2.5 air quality forecasting system with Random Forest and deployed it as a full-stack web app at bmkg-hirup.pradanayahya.com. Also built rainfall forecasting models from climatology station data and internal tools for BMKG workflows.
DTETI, Universitas Gadjah Mada
Research on AI and IoT systems for Smart Lab and Smart Space. Developed NusaVoice, a lightweight Indonesian text-to-speech system based on fine-tuned Piper/VITS models for CPU-only inference.
DataIns - PT Global Data Inspirasi
Built Smart Space (Jarvis), a voice assistant for laboratory automation at DTETI UGM. The system runs ASR and TTS locally on a Raspberry Pi with Whisper and a fine-tuned Piper voice, then connects LLM command understanding to N8N workflows for lab device control.
Gadjah Mada Robotic Team (GMRT)
Lead the wheeled soccer robot team for the national KRSBI competition, coordinating hardware and software divisions. Qualified to represent UGM at RoboCup 2026 in Incheon, South Korea.
Gadjah Mada Robotic Team (GMRT)
Develop image processing algorithms for an omnidirectional 360° vision system used in wheeled soccer robots, plus real-time object detection and tracking for in-match decisions.
Night Login Community (NDSC) - UGM
Built ML models and collaborated on data preprocessing, feature engineering, and evaluation across multiple study projects within the data science division.
Universitas Gadjah Mada
Undergraduate student at the Faculty of Engineering, focusing on machine learning, computer vision, and on-device AI systems. Current GPA 3.44.