Summary
Overview
Work History
Education
Skills
Languages
Timeline
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Yixue Zhuang

Hanover,MD

Summary

Dedicated data analyst with professional experience analyzing company financial statements and market trends. Specialized in data visualization and interpretation. Applies critical thinking and analytical skills to solve complex investment challenges and meet strategic objectives. Strong communication abilities facilitate collaboration and informed decision-making. Pursuing a data analyst position to contribute to data-driven initiatives.

Overview

7
7
years of professional experience

Work History

PhD Student

University of Maryland, College Park
College Park, Maryland
08.2019 - 05.2025
  • Developed an end-to-end Causal Machine Learning pipeline integrating directed acyclic graphs (DAGs) and deep neural networks to evaluate Conditional Average Treatment Effects (CATE) under high-dimensional confounding.
  • Conducted causal discovery via PC/FCI algorithms in R (pcalg), identifying optimal backdoor adjustment sets and preventing collider biases from thousands of baseline user features.
  • Architected a deep representation learning network (TARNet/CFRNet) using R (keras3) and Python to map complex confounders into a balanced, low-dimensional latent space.
  • Implemented Double Machine Learning (DML) via the DoubleML framework, eliminating regularized selection biases and achieving robust, asymptotically normal individual treatment effect estimations.

Actuarial Assistant

Allstates
08.2018 - 06.2019
  • Synthesized monthly financial performance and source-of-earnings (SoE) analytics into executive dashboards, providing risk committees with clear visibility into margin deviations.
  • Formulated end-to-end data cleaning and transformations to process over 1M+ policyholder records

Education

Ph.D. - Statistics

University of Maryland
College Park, Maryland
05-2025

Master of Science - Statistics

University of Pennsylvania
Philadelphia
05-2018

Bachelor of Science - Mathematics

Drexel University
Philadelphia, PA
05-2016

Skills

  • Python 3
  • SAS
  • R
  • Data Analytics and Visualization
  • Microsoft SQL
  • Microsoft Office
  • Critical thinking
  • Data interpretation
  • Team collaboration

Languages

English
Professional
Chinese (Mandarin)
Professional

Timeline

PhD Student

University of Maryland, College Park
08.2019 - 05.2025

Actuarial Assistant

Allstates
08.2018 - 06.2019

Ph.D. - Statistics

University of Maryland

Master of Science - Statistics

University of Pennsylvania

Bachelor of Science - Mathematics

Drexel University

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Yixue Zhuang