I bring a robust engineering mindset (Embedded Systems) to the creation of Intelligent Systems and AI/ML Engineering. I treat every new challenge from workflow gaps to building agents as a mandate to innovate. I don't wait to be ready; I begin.
🌱 "The illiterate of the 21st century will not be those who cannot read and write, but those who cannot learn 💡, unlearn 🧠, and relearn 🔄." 🚀 -- Alvin Toffler
- ⚡ Current Focus: Dedicated to advancing in AI/ML Engineering and mastering LangGraph implementation.
- 🤝 Let's Collaborate: Seeking opportunities to partner on Agentic application development and projects.
- 🌐 Global Insights: Happy to discuss life and career paths in Singapore🇸🇬, India🇮🇳, or the UK🇬🇧.
- ✉️ Contact: [email protected]
I enjoy contributing to the developer community by writing practical technical articles on AI systems, agentic workflows, and Python engineering.

