Summary
Overview
Work History
Education
Skills
Timeline
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Zetao Huang

Zetao Huang

Minneapolis,Minnesota

Summary

I possess a solid foundation in software development and data analytics, with hands-on experience in real-time systems, complex algorithms, and machine learning applications. I'm eager to leverage my technical expertise in Medical AI, digital health, tech strategy, or data analytics to drive innovative, data-driven solutions that transform healthcare services.

Overview

2025
2025
years of professional experience

Work History

Group Project Leader

University of Minnesota - Twin Cities

CSCI 3081W – Visual Transit Simulator

  • Brief : Re‑engineered a full‑stack simulator that animates campus buses / trains in real time, added Factory‑Observer‑Decorator patterns, upgraded JSON/WebSocket messaging, and drove > 90 % unit‑test coverage—all while keeping browser graphics perfectly synced.
  • Tech : Java 17 (Gradle + JUnit), JavaScript/HTML

CSCI 4211 – Real‑Time Publish/Subscribe Messaging System

  • Brief : Led a TCP pub/sub service that pushes live WEATHER and NEWS feeds to online users and safely queues messages for offline subscribers with strict topic validation.
  • Tech : Python 3 (socket, threading)

CSCI 5801 – Voting System

  • Brief : Delivered an election platform that supports Plurality, STV, and new Municipal Voting; transitioned from Waterfall to a two‑week Agile/Scrum sprint, enabling multi‑file input and auto results reporting.
  • Tech : C++17 (STL, Google Make/CLI)

Cybersecurity Intern

Shanghai Uspring Tech Co., Ltd.
06.2024 - 09.2024
  • Manufacturing Process Visualization (KPI Dashboard) – Aggregated production logs (SQL + Excel) from an automotive‑parts client, cleaned & normalized 30 k + rows, and built a Power BI dashboard that surfaced cycle‑time bottlenecks and scrap‑rate trends for weekly ops reviews.
  • Smart‑Park Digital Transformation Study – Bench‑marked 20 + domestic “smart park” cases, quantified energy‑use, asset‑tracking and safety KPIs, and delivered a gap‑analysis dataset that mapped directly to the park’s construction targets.
  • Data‑driven proposal drafting – Co‑authored the preliminary roadmap covering project, energy and materials management modules; aligned recommendations with China’s national green‑transformation guidelines and secured client go‑ahead for the next phase.

Data Analyst Intern

Shanghai Norgin System Co., Ltd.
06.2022 - 09.2022
  • Data classification & lifecycle tagging – Catalogued sensitive business data for the SaaS OA platform, designed a metadata‑tag schema and traceability workflow that streamlined security audits.
  • Database performance & hardening – Optimized SQL queries and indexes in MySQL/PostgreSQL and structured MongoDB collections, improving read/write efficiency while applying least‑privilege access rules.
  • Encryption & key management – Integrated AES (symmetric) and RSA (asymmetric) utilities for data‑at‑rest / in‑transit protection and drafted a lightweight key‑management workflow for secure key generation, storage, and rotation.

Education

Bachelor of Arts - Computer Science

University of Minnesota
Minneapolis, MN
05-2025

Master of Science - Data Science In Health

University of California, Los Angeles
Los Angeles, CA
05-2027

Skills

  • Python (NumPy pandas scikit‑learn PyTorch) – end‑to‑end data pipelines and ML model development
  • SQL & Data Wrangling – complex joins, window functions, ETL automation
  • Statistical Analysis & Experimentation – A/B testing, regression, hypothesis testing, KPI tracking
  • Machine‑Learning Evaluation – confusion matrix, ROC‑AUC, NLL/MSE, hyper‑parameter tuning
  • Data Visualization – Matplotlib / Seaborn dashboards; clear, actionable insights for stakeholders
  • Software Engineering Foundations – C17 / Java, multithreaded programming, unit testing, Git workflow

Timeline

Cybersecurity Intern

Shanghai Uspring Tech Co., Ltd.
06.2024 - 09.2024

Data Analyst Intern

Shanghai Norgin System Co., Ltd.
06.2022 - 09.2022

Group Project Leader

University of Minnesota - Twin Cities

Bachelor of Arts - Computer Science

University of Minnesota

Master of Science - Data Science In Health

University of California, Los Angeles
Zetao Huang