AI builder / workflow design
Kristin
Chen
I build practical AI-enabled workflows for better research, analysis, and decisions—grounded in data, designed for people.
AI systems
AI theatre
cleaned & validated
standardized
through financial models
global teams
AI is not the point.
Better work is.
Technology moves quickly. Good judgment still matters. I work at the intersection of AI, data, and business—finding where intelligent tools can reduce friction without losing the human context.
My foundation in statistical science, economics, machine learning support, and strategic analysis helps me move from ambiguous problem to useful next step.
Find the friction
Understand the task, the people, and the decision before reaching for a tool.
Prototype the useful
Build a focused workflow quickly, with clear inputs, outputs, and a human review point.
Make it repeatable
Document what works, test the edges, and help the team adopt it with confidence.
Building AI around
better work.
One working product, built to demonstrate how I approach AI opportunity discovery, workflow design, and responsible implementation.
WorkflowLens
A live AI opportunity assessment that maps how work happens today, identifies friction, and recommends what to automate, augment, redesign, or keep human.
Data is where
I learned to think.
Research Assistant
Ivey Business School
Data preprocessing · predictive analytics · large-scale ML support
Consultant & Strategic Data Analyst
MUIN Entertainment
Forecasting · reporting automation · revenue analysis
Supply Chain & Operations Analyst
ByteDance
Risk analytics · data management · process optimization
Investment & Auditing Risks Analyst
China Bohai Bank
Financial modeling · risk assessment · analytical presentation
Curious by default.
Rigorous by choice.
Codex · AI-assisted prototyping · workflow design · research synthesis
Python · SQL · R · Excel · Power BI · Tableau · SAS
English · Mandarin · Cantonese · Korean
Have a messy problem?