Versatile AI Engineer with decade-long track record transforming research into production systems. Hands-on experience in Generative AI and agentic systems (diffusion models, RAG, agent orchestration), end-to-end ML pipelines, and cross-functional collaboration.

Agentic workflow and agent evaluations, LLM model pretraining and fine tuning, MLOps/LLMOps

Synthetic Data Generator: AI-powered web application that generates realistic synthetic datasets from natural language descriptions. Features configurable row generation (1-10,000 rows), real-time data preview, and CSV download functionality for development and testing purposes. Ask The Right Question: AI-powered assistant that helps you ask insightful questions during Q&A sessions at conferences, classes, and talks.

Brian Isaac Kam is an Associate AI Engineer in the Apprenticeship Programme at AI Singapore, where he focuses on application development.

Anything AI/ML

Currently tinkering on a comprehensive agentic ai system for intelligent portfolio analysis.