Professional Overview
I have extensive experience in AI product development, co-founding and leading successful ventures, managing teams, partnerships, and financial models, with a strong background in e-commerce and tech innovation. My products have achieved millions of paying customers (with one achieving an annual run-rate of $24 million). I've raised millions of dollars from known Southeast Asian funds and banks and can handle stakeholders of all levels and walks of life, and have extensive experience in scaling sales and marketing teams.
Areas of Expertise
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
