Enterprise systems · AI · Product
I spent four years helping complex organizations turn strategy into execution. Now I’m applying that perspective to make AI serve your team.
Journey
AI Projects
Projects at the intersection of AI, systems, and how work gets done.
A machine-learning workflow supporting contract pricing and bidding intelligence for small businesses.
Led an end-to-end machine-learning workflow spanning exploratory analysis, data cleaning, leakage-aware feature engineering, model comparison, and ensemble evaluation.
A neighborhood grocery platform combining cross-retailer price comparison, pooled delivery, and smart reorder flows.
Designed and prototyped a product concept for Singapore neighborhoods, combining customer discovery, prioritization frameworks, prototype testing, and behavior analytics.
Professional Experiences
Four years designing how complex organizations make decisions and execute — now informing how I approach enterprise AI.
View professional experiencesBeyond
I’m usually making something, moving, or bringing people together — through painting, vocal performance, piano, cooking, swimming, hiking, and hosting friends.
Contact