Transforming Ideas into AI Solutions
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.
About Me
A passionate AI engineer combining technical expertise with a mission to make AI accessible to everyone
The Person Behind the Code
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.
Core Values & Philosophy
Ethical AI Development
Committed to responsible AI development and deployment practices
Knowledge Sharing
Building communities through education and open collaboration
Practical Solutions
Focusing on real-world applications that solve actual problems
Continuous Innovation
Always learning and pushing the boundaries of what's possible
Technical Expertise
Education & Certifications
Master of Science in Signal Processing
Nanyang Technological University, Singapore
AWS Certified Solutions Architect Associate
Amazon Web Services (2023)
ML/Deep Learning Specialization
ReddragonAI
Stanford Biodesign Innovation Program
A*STAR
Technical Expertise
Comprehensive skills across the full AI/ML stack, from research to production deployment
Machine Learning & AI
Cloud & Infrastructure
Full Stack Development
Key Specializations
Production ML
End-to-end ML pipelines from development to production monitoring
Generative AI
RAG systems, prompt engineering, and LLM fine-tuning
MLOps
Automated ML pipelines, model versioning, and monitoring
Full Stack AI
Complete AI applications from backend APIs to frontend interfaces
Featured Articles
Insights, tutorials, and thoughts on the latest developments in AI and machine learning
Let's Connect
Interested in collaborating, learning, or discussing AI? I'd love to hear from you.
Get In Touch
What I Can Help With
- AI/ML project development
- Technical mentoring and career guidance
- Speaking at conferences and workshops
- Collaborative research opportunities
- AI ethics and responsible development