Pitcho is an interactive training simulator, addressed high public speaking anxiety and the lack of realistic practice environments for job seekers. By combining Web Speech API, MediaPipe face tracking, and LLM intelligence, processes audio-visual with low-latency performance in the browser. Users access 4+ core analytics engines (WPM, filler words, eye contact, head pose), 3+ dynamic classroom distractions, and an objective 0–100 performance score.

Sakuin is a smart financial assistant, addressed low financial logging habits, where over 70% of people fail to track expenses due to time-consuming manual entry. By combining AI-driven OCR, Voice-to-Text parsing, and instant share integrations, this app logs transactions directly in seconds. Users access 3+ input channels and multi-format receipt OCR processing from M-Banking PDFs or physical receipts to streamline personal money management.

NusaBudaya is an all-in-one cultural platform, faced challenges from low youth cultural engagement. By combining AI artifact detection, 3D studio rendering, an interactive atlas, and transforms history into immersive experiences in the browser. Users access 95% AI recognition accuracy, interactive mapping across 38 Indonesian provinces, real-time 3D batik modeling, and gamified leaderboard challenges to boost cultural preservation.