Machine Learning Specialist & Full Stack AI Engineer with experience in deploying production-ready AI systems. Expert in Generative AI, MLOps, and building scalable AI infrastructure that transforms research into real-world solutions across healthcare, finance, and beyond.
A passionate AI engineer combining technical expertise with a mission to make AI accessible to everyone
With over 6 years of hands-on experience as a Machine Learning Specialist and Full Stack AI Engineer, I specialize in deploying machine learning models into production environments and building scalable AI infrastructure that drives real-world impact.
My expertise spans the complete ML lifecycle - from research and development to production deployment and monitoring. I'm passionate about translating advanced AI research into production-ready systems, with particular focus on Generative AI, RAG systems, and MLOps practices.
I combine deep technical knowledge with practical engineering skills to create AI solutions that solve complex problems across healthcare, financial services, and other domains. My mission is to democratize AI through education, practical applications, and knowledge sharing.
Committed to responsible AI development and deployment practices
Building communities through education and open collaboration
Focusing on real-world applications that solve actual problems
Always learning and pushing the boundaries of what's possible
Nanyang Technological University, Singapore
Amazon Web Services (2023)
ReddragonAI
A*STAR
Comprehensive skills across the full AI/ML stack, from research to production deployment
End-to-end ML pipelines from development to production monitoring
RAG systems, prompt engineering, and LLM fine-tuning
Automated ML pipelines, model versioning, and monitoring
Complete AI applications from backend APIs to frontend interfaces
Insights, tutorials, and thoughts on the latest developments in AI and machine learning
Interested in collaborating, learning, or discussing AI? I'd love to hear from you.