About

Shi Sian (Nick) Tan — He/Him
Site Reliability Engineer @ Infineon | ex-Intel | AI & MLOps Practitioner
Melaka, Malaysia

Former Intel engineer with practical experience building and deploying production-grade AI/ML platforms. I focus on bridging machine learning and reliability engineering to deliver scalable, resilient, and automated systems.

Professional summary

I work across SRE, AI/ML infrastructure, and cloud automation — designing and operating systems that run reliably at scale. My background includes MLOps pipelines, model deployment, observability, and infrastructure automation across AWS, Azure, and GCP.

Recent roles

Site Reliability Engineer, Infineon Technologies — Nov 2025 – Present (Batu Berendam, Melaka)
Software Engineer (Freelance / Personal Projects) — Jul 2025 – Nov 2025 (Johor Bahru)
Software Engineer (Intel) — Jul 2024 – Jun 2025 (Penang)
Earlier: ML research and BI roles (Multimedia University, Infineon internship)

Core capabilities

MLOps & Automation: MLflow, Airflow, DVC, automated retraining & CI/CD
Cloud & CI/CD: AWS, Azure, GCP, Terraform, Jenkins, GitHub Actions
Container & Orchestration: Docker, Kubernetes, containerized deployment patterns
SRE & Observability: Prometheus, Grafana, logging, performance optimisation
Backend & APIs: Python, FastAPI, REST services, data pipelines

Services (available)

IT & cloud consulting: architecture, SRE advisories, migration planning
MLOps & deployment: pipeline design, model lifecycle automation
Application engineering: backend systems and API development
Coaching & training: technical mentoring and practical workshops

Pricing / enquiries: Contact for pricing — project scope determines engagement terms.

Open to work

Actively open to roles including: Site Reliability Engineer, Cloud Engineer, Software Engineer, DevOps Engineer, Senior Site Reliability Engineer.

Volunteering (interests)

Open to volunteer opportunities in: Science & Technology, Education, Environmental Sustainability, Diversity, Equity & Inclusion.