Kai-Teh Tzeng
@kai-tehtzeng
Data Analyst (PhD) turning econometric and ML insights into actionable business KPIs.
What I'm looking for
I’m a meticulous, results-focused Data Analyst (PhD) with 7+ years of econometric modeling experience and 3 years in machine learning/NLP. I leverage Python and SQL to translate complex, large-scale datasets into actionable business insights, KPIs, and high-level statistical analysis that drives organizational optimization.
In my current role as an AI Web Engineer at Voiceping 2.0 (Tokyo, Japan), I’ve led the design and development of an automated subtitle labeling feature, built an NLP-based system to auto-extract domain-specific vocabulary and detect ASR misrecognitions, and curated/preprocessed large-scale Chinese and Korean audio datasets for LLM training. My PhD research and publications include resource-allocation optimization using OLS and Generalized Random Forest, and causal inference with a Difference-in-Difference framework published in Scientific Reports (2021).
Experience
Work history, roles, and key accomplishments
AI Web Engineer
Voiceping 2.0
Oct 2024 - Present (1 year 8 months)
Led the design and development of an automated subtitle labeling feature to streamline media transcription and multilingual translation workflows. Built an NLP-based vocabulary extraction and ASR misrecognition detection feature and curated large-scale Chinese and Korean audio datasets for LLM training to improve robustness across diverse inputs.
Education
Degrees, certifications, and relevant coursework
Lehigh University
Doctor of Philosophy in Economics, Economics
2018 - 2023
PhD in Economics focused on applying econometric and machine learning techniques to analyze large-scale datasets and extract policy-relevant insights.
National Taiwan University
Master of Science in Economics, Economics
2015 - 2017
MS in Economics studying the effect of education policy on students’ outcomes by applying advanced econometric methods to a large-scale administrative dataset.
National Taiwan University
Bachelor of Science in Economics, Economics
2011 - 2015
BS in Economics. Coursework emphasized foundational economic analysis and quantitative methods.
Availability
Location
Authorized to work in
Job categories
Skills
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