Welcome to my portfolio site, powered by Jekyll and deployed with GitHub Pages.
This site showcases my work in:
- 🧠 Machine Learning & Deep Learning
- ⚙️ Scalable MLOps Systems
- 🧰 LLM Infrastructure & Generative AI
- ☁️ Cloud-native AI Solutions
Visit the live site 👉 shisian512.github.io
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🛠️ Logistic Regression MLOps Pipeline
End-to-end pipeline from data to deployment, built with MLflow, DVC, and Kubernetes.
CI/CD, drift detection, and chaos engineering included.
(Personal project, ongoing since July 2025) -
📚 Curriculum LLM Platform
A full-stack modular RAG system with Payload CMS + FastAPI backend + Next.js frontend.
Built for edge inference on Intel XPUs with multi-env Docker and GitHub Actions.
(Feb–Jul 2025, internal project – no public repo) -
🧠 Enterprise GenAI Platform (Intel OPEA)
Containerized GenAI inferencing on Intel XPU: Docker Compose, systemd migration, PoC demos.
Reduced developer friction, optimized inferencing workflows.
(Nov 2024 – Jan 2025) -
🔍 AI Workload Validation (Intel WSF)
Validated AI workloads on Intel Xeon, wrote test cases, triaged bugs with JIRA.
Focused on platform-level edge case coverage and stability.
(Jul 2024 – Oct 2025) -
🎨 Deep Learning Image Colorization FYP
Built a cGAN model to colorize grayscale images.
Trained on paired datasets, evaluated perceptual quality.
(Oct 2022 – Jul 2023)
✳ Want more details? See the full Projects Page →
- Jekyll + Minimal Mistakes Theme
- GitHub Pages for hosting
- Markdown for content
© 2025 Shi Sian Tan.