I turn cutting-edge AI research into great products and reliable workflows. Bridging the gap between Generative AI models and scalable product solutions.
Gemini 3.0, Agentic Workflows, RAG Architectures, Prompt Engineering (Chain-of-Thought).
Google Cloud Platform (GCP), Cloud Run, Firebase, API Security.
Python, FastAPI, Streamlit, Social Media Graph APIs.
AI-powered applications bridging research and real-world impact
Teaching AI to 'see' the hidden calories in Singapore hawker food. Standard calorie trackers miss the context: the lard in Ban Mian, the sugar in Sambal, and the oil sheen on Char Kway Teow. Uses Gemini's vision with "Singaporean Intuition".
"Spotify Wrapped" for your life—quarterly insights from your digital footprint.
Find undervalued Singapore restaurants using ML residual analysis.
Discover similar YouTubers using multimodal thumbnail analysis.
Fair cake slicing using Computer Vision to analyze density and calculate equal portions.
Automated agent generating stories and publishing to Instagram.
Real-time exercise form analysis using MediaPipe Pose.
Thoughts on building, shipping, and the future of AI.
A deep dive into building specific VLM pipelines for culturally specific food items.
Or: Why your calorie counter thinks Chicken Rice is "Healthy Boiled Chicken".
Using residual analysis on review data to find spots with bad marketing but great food.