I’m Oliver — a Senior AI/ML Engineer & System Architect based in Taiwan.
I specialize in connecting AI models, backend systems, and cloud infrastructure —
building end-to-end solutions that are scalable, reliable, and production-ready.
My career started in mobile & web development, evolved through backend architecture and DevOps,
and now focuses on AI/ML system integration, inference optimization, and data-driven automation.
| Area | Skills & Focus |
|---|---|
| 🤖 AI & Machine Learning | Large Language Models (LLM) · RAG Architecture · Embeddings · NLP · Speech Recognition & Speaker Diarization |
| ⚡ Inference & Optimization | TensorRT · Triton Inference Server · CUDA · Quantization (FP16 / INT8) · LoRA / Fine-tuning |
| 🏗️ System Architecture | FastAPI · gRPC / REST · API Gateway · Authentication (JWT / OAuth2 / Magic Link) · Event-driven Design |
| ☁️ Cloud & Infrastructure | AWS ECS (EC2 Mode) · ALB · Cloud Map / Service Discovery · VPC · Security Groups · RDS (SQL / PostgreSQL) |
| 🐳 DevOps & CI/CD | Docker / Compose · Terraform · Jenkins / GitLab CI · Monitoring with Grafana / Prometheus |
| 🗄️ Data & Storage | PostgreSQL · SQL Server · Redis · Vector Databases |
| 💻 Web & Mobile Development | Vue.js · React · Flutter · iOS / Android Integration |
| 🧰 Programming & Tooling | Python · TypeScript · Bash · C# · SQL / NoSQL · Virtual Environments · Code Quality & Static Analysis · Git Workflow & Versioning |
“Code is temporary, but architecture is permanent.”
I build systems that can evolve — from a single container to a distributed AI platform —
while staying scalable, observable, and explainable.
✨ Designed with balance and intention — blending code, architecture, and creativity.