What I'm Doing Now
Updated December 2025
This is a now page, inspired by Derek Sivers, showing what I’m currently focused on.
💼 Work
At Seagate Singapore, I’m currently:
- Designing and implementing machine vision systems for next-generation hard drive assembly equipment
- Leading CI/CD initiatives to improve software deployment speed and reliability
- Mentoring team members on software architecture and ML integration
- Exploring ways to integrate generative AI into manufacturing workflows
📖 Learning
Recent Books Read:
- AI Engineering: Building Applications with Foundation Models - Practical AI deployment
- Software Architecture: The Hard Parts - Making better architectural trade-off decisions
- The Software Engineer’s Guidebook - Experiences of how to become a better software engineer
- Head First Networking - Fundamentals of Networking Hardware
Recent Completions:
- Microsoft Build your code-first agent with Azure AI Foundry workshop
- Powering AI with MCP Workshop
- Various courses on advanced NLP and deep learning optimization
🔨 Personal Projects
- Website Modernization - Just updated to Beautiful Jekyll v6.1 with MathJax support
- Technical Writing - Planning a series on machine vision in production
- Tool Exploration - Experimenting with Model Context Protocol (MCP) for AI agents
🎯 2025 Goals
- Write More - Publish at least 12 technical blog posts this year
- Open Source - Contribute to computer vision and ML tooling projects
- System Design - Master patterns for building scalable ML systems
- Knowledge Sharing - Create tutorials on practical ML for manufacturing
🏀 Life
- Jogging & Strength training
- Following Liverpool FC’s season (YNWA! ⚽)
- Exploring Singapore’s food scene and local culture
Last updated: December 1, 2025