Summary
Overview
Work History
Education
Skills
Awards
Projects
Research
Skills
Timeline
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Guang Yang

Guang Yang

New Haven,CT

Summary

Highly skilled Quant Analyst with background in financial modeling, statistical analysis, and algorithm development. Proven ability to leverage strong mathematical and computational skills to solve complex business problems and drive strategic decision making. Demonstrated success in developing predictive models and implementing risk management strategies that optimize financial performance. Analytically sharp Quant Analyst known for high productivity and efficient task completion. Skilled in statistical analysis, data modeling, and financial forecasting. Excel in problem-solving, critical thinking, and communication, ensuring clear understanding of complex quantitative concepts across teams.

Overview

4
4
years of professional experience

Work History

Research Project Currently of Sampling Theory

Sinho Chewi (Assistant Professor at Yale)
09.2024 - Current

Structured Logconcave Sampling with a Restricted Gaussian Oracle.

Improved analysis for a proximal algorithm for sampling.

Research Project in Matching Mapping Recovery Rate

07.2024 - Current

Research Project: Matching Map Recovery Problems with unknown number of outliers, to prove some properties of recovery method

Research Project of Statistical Decision Theory

01.2024 - Current

Research Project: Research on Gaussian mixture estimation in high dimensions. The aim is to find the Gaussian Mixture Model properties in dimension k greater than 2.


Summer Research Project

07.2021 - 09.2021
  • Completed literature review on limits, continuity, Epsilon-Delta Proof, and sequences and their applications

Education

Master of Science - Biostatistics

Yale University
New Haven, CT
05.2025

HBSc - Mathematics & Its Applications Specialist (Probability/Statistics)

University of Toronto
Toronto
06.2023

Skills

  • Statistical analysis
  • Data visualization
  • Machine learning
  • Statistical modeling
  • Research methodologies
  • Data management
  • Problem solving
  • Research
  • Analytical

Awards

Dean's List, 2020

Projects

STA457: Time Series Analysis, 01/01/22, 04/30/22, Analysis of U.S. Unemployment Rate 1948-1979, Analyzed U.S. unemployment rate during 1948 and 1979 using seasonal ARIMA model. 

STA305: Experimental Design, 01/01/22, 04/30/22, Evaluation of Ingredients in A Recipe Using Factorial Design, Evaluated the design of a recipe of a traditional dish to study the combination of ingredients for an optimal taste using a 2n factorial design. Evaluated the model using linear models and cube plots. 

STA302: Linear Regression, 09/01/21, 12/31/21, Biomarkers Predicts Brain Area Volumes-a Linear Regression Analysis, Constructed linear model to predict white matter volumes across the brain given biomarker concentration given by open-source data from the ageing population.

Research

Summer Research Project: Frontiers in Applied Mathematics, 07/01/21, 09/30/21, Analyze of Limits and Continuity Using Epsilon-Delta Proof and Sequence in Lower Dimensions and Extensions in Higher Dimensions, Completed literature review on limits, continuity, Epsilon-Delta Proof, and sequences and their applications.

Skills

  • Python
  • R
  • Excell

Timeline

Research Project Currently of Sampling Theory

Sinho Chewi (Assistant Professor at Yale)
09.2024 - Current

Research Project in Matching Mapping Recovery Rate

07.2024 - Current

Research Project of Statistical Decision Theory

01.2024 - Current

Summer Research Project

07.2021 - 09.2021

Master of Science - Biostatistics

Yale University

HBSc - Mathematics & Its Applications Specialist (Probability/Statistics)

University of Toronto
Guang Yang