🎓 AI-Driven Carbon Trading Security System (Graduation Project)
🧠 Hybrid LSTM-Transformer Architecture
- Designed anomaly detection pipeline combining LSTM temporal analysis with Transformer attention
- Achieved high-precision fraud detection in carbon credit markets
- Real-time risk scoring for transaction validation
🔗 Microservice-Based Security Gateway
- Python FastAPI service as AI inference engine
- Node.js/Express backend with Prisma ORM
- Ganache private blockchain for immutable ledger
- Automated account freeze protocol on fraud detection
📊 Key Achievements
- ✅ Real-time transaction monitoring
- ✅ Sub-second inference latency
- ✅ Zero false-positive critical transactions
🤖 AI-powered Discord Infrastructure Bot
Natural Language VPS Management
- 💬 Query server status through conversational AI
- 🔍 Retrieve infrastructure metrics via Discord chat
- 🧠 Powered by Ollama LLM for intelligent responses
- 🔗 Integrates with monitoring backend APIs
Technical Implementation:
- LLM-based intent parsing and entity extraction
- Real-time data fetching from infrastructure services
- Context-aware conversation handling
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Core Skills Tools & Platforms |
Core Skills Tech Stack |
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Core Skills Tech Stack |
Core Skills Tech Stack |
📚 Currently Learning
- 🔍 Advanced Kubernetes patterns & service mesh (Istio)
- 🧪 Distributed tracing with OpenTelemetry
- 🔐 Zero-trust security architecture
- 🤖 LLM agent frameworks (LangChain, AutoGPT)
- 📊 Observability stack (Prometheus, Grafana, Loki)
我來自台灣,主修資訊���理,專注於 Infrastructure、Backend 與 Security 領域。除了技術開發,我也長期參與遊戲、MOD 與插件的在地化翻譯工作。
I'm from Taiwan, majoring in Information Management with focus on infrastructure, backend systems, and security. Beyond engineering, I actively contribute to game/mod localization projects.
台湾出身、情報管理専攻。インフラ・バックエンド・セキュリティを中心に学んでいます。ゲーム・MODの翻訳・ローカライズにも携わっています。
どんな人でも手を繋げばもう友達さ!
No matter who you are, if we shake hands, you're already my friend!
無論是什麼樣的人,只要牽起手來就是朋友!






