Institute of Mental Health logoCurrently an Extern @Institute of Mental Health
Evan Zhang portrait

Business graduate student exploring consulting

Georgia Tech master's candidate with hands-on experience from consulting externship.

Work samples

Projects focus on healthcare operations, process improvement, and consulting work completed during the Institute of Mental Health externship while I pursue my masters.

  • Credit Card Fraud Detection Model
    Credit Card Fraud Detection Model

    Built and trained a neural network classifier on a heavily imbalanced transaction dataset, applying SMOTE resampling and threshold tuning to raise recall on fraudulent transactions

    PythonPyTorchSMOTEscikit-learnpandas
  • Workforce Scheduling Optimizer
    Workforce Scheduling Optimizer

    Forecasted demand from several years of sales data at a family owned restaurant I help operate, translating predictions into staffing recommendations that reduced overstaffed shifts during low traffic periods

    PythonProphetGradient Boosted Treespandas

About me

Georgia Tech master's candidate with hands-on experience from consulting externship.

I am Evan Zhang, a graduate student at Georgia Tech pursuing a master's in Management. I have started my career and am exploring a career change while completing a Healthcare Operations & Consulting externship with the Institute of Mental Health.

Externships

Healthcare Operations & Consulting Externship

Institute of Mental Health

Experience

Professional Services Engineer I

FIS Global · Jun 2025 – Present

Teller

Wells Fargo · Feb 2024 – May 2025

Education

Georgia Institute of Technology, Scheller College of Business

Master of Science in Management

Georgia State University

Bachelor of Science in Computer Science, GPA: 3.5/4.0

Skills

Healthcare operationsConsulting fundamentalsProcess improvementBusiness administrationManagement

Credit Card Fraud Detection Model

Built and trained a neural network classifier on a heavily imbalanced transaction dataset, applying SMOTE resampling and threshold tuning to raise recall on fraudulent transactions

PythonPyTorchSMOTEscikit-learnpandas
View all works

Workforce Scheduling Optimizer

Forecasted demand from several years of sales data at a family owned restaurant I help operate, translating predictions into staffing recommendations that reduced overstaffed shifts during low traffic periods

PythonProphetGradient Boosted Treespandas
View all works

Amortly

Designed and shipped a full stack fintech application that simulates loan amortization scenarios, with a REST API backend, JWT authentication, and Stripe payment integration

FastAPIReactTypeScriptPostgreSQLStripeRender
View all works