
Buoy Analytics & Navigation Risk Platform
Data QA, LSTM forecasting, validation, model caching, risk thresholds and downloadable outputs in Streamlit.
Engineering × Data × AI
I connect data preparation, models and rules with interfaces, APIs, databases and deployment, focusing on outcomes that can be inspected and maintained.
01 / ACHIEVEMENTS
Competition, academic, technical-certification and endurance records. Public evidence is linked where currently available; the rest are listed from personal records.
02 / SELECTED WORK
Seven selected projects spanning engineering data and AI, multiplayer web, field operations, a maintainable business CMS, real-time multiplayer, university administration, and AI automation.

Data QA, LSTM forecasting, validation, model caching, risk thresholds and downloadable outputs in Streamlit.

Cross-device rooms with two rule modes, AI, undo/replay and revision-based database synchronization.

A full-stack workflow connecting QR check-in, live attendance and seating metrics, operational filters and on-site exception handling.

Currently used in production by 大倉代領, combining the public service site, product and announcement CMS, Supabase authentication, PostgreSQL and cloud image storage.

A 2–6 player real-time table using Cloudflare Durable Objects for server-authoritative state, private-card isolation, 18-second turns, reconnects and main/side-pot settlement.

An overtime submission, manager review, role-based access and administrative consolidation workflow currently used by NCKU’s Center for Teaching and Learning Development.

Designed and built an AI content automation workflow that connects topic selection, content generation, publishing and task tracking to reduce repetitive manual work and improve multi-topic, multi-platform content operations.
03 / CAPABILITIES
Instead of repeating tool names, this shows the three end-to-end workflows I can own.
Data QA, missing/outlier handling, time-series modeling and validation, then risk rules and downloadable outputs. Python · Pandas · LSTM · Streamlit
Interactive UI, APIs, authentication/RBAC, databases and deployment into a usable web system. TypeScript · Next.js · Cloudflare Workers · D1/Postgres
LLM orchestration, scheduling, deduplication, retry/recovery, job records, alerts and CI/CD as one traceable workflow. Python · GitHub Actions · Retry · Audit Logs
04 / CONTACT
My public contact channel is GitHub. A bilingual CV is available for applications and forwarding.