Shi Sian Tan (Nick)

Quietly building intelligent systems so they can speak louder than I do.

I welcome professional connections, collaborations, and opportunities in the fields of AI, MLOps, and software engineering.

If you are seeking someone with proven experience in designing, building, and deploying production-grade AI/ML systems, please feel free to reach out.

Connect with Me

Expertise

  • AI/ML Engineering: Predictive models, LLM applications, computer vision (YOLO, GANs), and NLP pipelines
  • MLOps & Deployment: CI/CD pipelines, MLflow integration, containerization (Docker, Kubernetes), cloud deployment (AWS, Azure)
  • Backend Systems: FastAPI, Flask, Postgres/MySQL, scalable architectures

Professional Interests

I am driven by the challenge of translating complex problems into practical, production-ready solutions.
My core focus is bridging AI research and real-world engineering, with emphasis on reliability, scalability, and measurable impact.

Technical Skills

  • Languages: Python (advanced), C++, SQL, PySpark
  • Frameworks: PyTorch, TensorFlow, scikit-learn, OpenCV
  • Tools: Docker, Kubernetes, Ansible, Terraform, GitHub Actions, Jenkins, ArgoCD
  • Data & Visualization: Pandas, NumPy, Matplotlib, Tableau

Personal Interests

Outside of work, I enjoy activities that foster creativity and problem-solving, including:

  • Building with Lego
  • Designing in Minecraft
  • Exploring Android customization and open-source projects
  • Engaging in games and design experiments as a way to recharge and think differently

For collaboration inquiries, professional opportunities, or technical discussions, please contact me via the channels above.