PhD Candidate at National Tsing Hua University and Part-Time COO of a marketing technology startup. My work integrates business analytics, time series forecasting, machine learning, and error diagnostics to engineer intelligent systems that transform uncertainty into strategic advantage.
Transforming complex data into actionable strategy using advanced statistical modeling.
Predictive modeling, anomaly detection, and model evaluation aligned with decision impact.
Extreme error detection, lift-based evaluation, and probabilistic forecasting.
Decision-oriented systems that translate model output into practical insight.
“I know Matthew as a dear friend. He's got a great personality, flexible and friendly. His interpersonal skills are second to none, as he can hold his own with a wide variety of different individuals. Most importantly, Matt is always willing to look into different career paths. He will surely succeed in all of them, as he is not afraid of a challenge.”
— Yegor Ius , Head of DevOps at Enigma Technologies, Inc.
“Matthew is an expert in his field. Whether it is problem solving or assisting in projects, Matthew goes above and beyond what is asked of him without losing sight of his own objectives.”
— Mike Barnes , Mechanical Engineer at Jacobs
“Matthew is extremely creative and articulate. He is a highly intelligent individual whom I thoroughly recommend.”
— Iram Baez , Capital Markets System Engineer at Wells Fargo Securities