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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

BeReal Product Management Externship

In progress

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 work

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 work

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 work

✅ Verified by Extern · ⏱️ In progress

BeReal Product Management Externship

Discover how product teams at social apps like BeReal design for authenticity while driving user growth. In this externship, you’ll explore what keeps users coming back— benchmarking competitors, analyzing engagement features, and designing your own growth-driven app feature. You’ll learn how to balance product innovation with BeReal’s unique mission of real, unfiltered connection. Perfect for those interested in product management, UX strategy, or social media innovation, this experience gives you a hands-on look at how product teams grow platforms without losing their core values.

DesignUI/UXProduct Management

Overview

The externship examined how social apps balance authentic user experiences with growth strategies. The work compared engagement features across competitors, analyzed retention drivers, and designed a prototype growth feature for a social app. Deliverables included competitive benchmarks and a feature concept.

BeReal Product Management Externship

What I've accomplished

I evaluated core social apps, mapped engagement mechanics, and designed a growth-focused feature concept that preserved authentic interactions. Below are the specific tasks I completed during the externship.

Project breakdown

View all work