Projects
Since childhood, making things has been my obsession. My focus is mainly on data processing and developer tooling. Most of my software projects are on my OpenCommit or Codeberg and some are on myGitHub. You can get updates on new projects via web feeds.
- AURAMove an object just by thinking: BCI app to control a robotic arm for pick and place tasks. Stands for Agentic Unified Robotics Architecture.
- GitIntentA project at UC Berkeley AI Hackathon 2026. Git for the AI-agent era. GitIntent remembers tried, failed, and reverted diffs so agents learn from past attempts and avoid dead ends. On 36 DeepSWE benchmark runs, performance improved 8.3%.
- Brain FlirtGet to know when your potential romatic partner you're talking to gets bored using EEG technology.
- Dino Run BlinkPlay the classic dino run game with eye blinks by processing EOG from Brain-Computer Interface in realtime
- Focus TutorEEG-based focus monitoring application that helps users track their concentration levels during study or work sessions.
- koichi.ioThe website that you see now. My personal website for my writing and projects, built with Astro and hosted on Cloudflare Pages.
- OpenCode BTCAAllow OpenCode to directly get infomation from the tool's source code by integrating Better Context CLI.
- Sales IQA real-time AI sales coach that watches and advise your pitch through computer vision and WebSocket. Picks up micro-expressions, vocal hesitation, and body language cues.
- Signify ASLA project at DA Hacks 4.0. Gamify your American-sign language learning using a custom LSTM model. Think Wordle and MonkeyType but for learning sign language. Available for free on signifyasl.com
- Still Waiting24 hours reply reminder bot for Discord. I stopped the deployment, but you can self-host it easily.