Buoy Analytics & Navigation Risk Platform
Data QA, LSTM forecasting, validation, model caching, risk thresholds and downloadable outputs in Streamlit.
Engineering × Data × AI
Turning engineering and data problems
into tools people can actually use.
I connect data preparation, models and rules with web interfaces, APIs, databases and deployment, focusing on outcomes that can be inspected and verified.
01 / SELECTED WORK
Projects before buzzwords.
Three projects covering engineering data & AI, a full web product, and a decision-support tool.
Chuhe Xiangqi | Online Chinese Chess
Cross-device rooms with game variants, AI, undo/replay and revision-based database synchronization.
NCKU Return OS | Credit Map
A local decision-support tool for 135-credit graduation rules, prerequisites, conflicts, risk scores and A/B/C course plans.
02 / SKILLS
Skills used in real projects.
Data & AI
Python · Pandas · LSTM / time series · model validation · data quality · visualization
Web
HTML · CSS · JavaScript · Next.js · Streamlit · REST API · responsive UI
Backend & Tooling
Neon Postgres · LocalStorage · Git / GitHub · Node.js · GitHub Pages · CI/CD
03 / VERIFIED HIGHLIGHTS
Public evidence, not just labels.
NODASS Ocean Big Data CompetitionGreat Prize · official winners ↗
Qualcomm Taiwan AI Hackathon3rd Place · result ↗
Taiwan Ocean International Youth ForumLeadership Star Award · report ↗
04 / CONTACT
Internships, collaboration, or project conversations.
My public contact channel is GitHub. A bilingual CV is available for applications and forwarding.