Philosopher, Consultant, Engineer.

SUNGHWAN CHO

UW-Madison / Madison, WI
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I build systems at the intersection of hardware and software. As a Computer Engineering & Computer Science student at UW-Madison, I bring precision from digital design and creativity from full-stack development to every problem I tackle.

From training 3D object detection models for autonomous vehicles to architecting enterprise digital transformation strategies at Deloitte, I operate across the entire technical stack.

0 Internships
0 Languages
0 Graduation

Computer Vision Research Intern

Connected & Autonomous Transportation Systems Lab

  • Multi-camera 3D object detection pipelines with PyTorch & MMDetection3D
  • End-to-end training & evaluation across DAIR-V2X domains with BEV/3D detection
  • Camera calibration pipeline achieving <5% focal length error on roadside imagery
Python PyTorch OpenCV 3D Detection

Software Engineer Intern

PNS Networks, Seoul, South Korea

  • Full-stack freight analytics platform with Flask, React & TypeScript
  • Automated multi-year intermodal freight ETL, reducing manual processing by 95%
  • Regression modeling on 100k+ shipment records for risk scoring
React Flask TypeScript Data Analysis

Technology Strategy & Transformation Intern

Deloitte, Seoul, South Korea

  • Digital transformation of a $50B financial institution using TOGAF framework
  • Assessed AI-OCR, blockchain & eForm solutions through cross-industry benchmarking
  • Designed inter-application integrations for Java-based reference architecture
TOGAF Enterprise Architecture Strategy

Languages

SystemVerilog C C++ Assembly Java Python TypeScript SQL Go Swift MATLAB

Frameworks & Libraries

Next.js React Spring Boot FastAPI PyTorch OpenCV TanStack Query

Systems & Tools

PostgreSQL WebSockets REST APIs RAG Linux Docker Git Synopsys DC

Let's build
something together.

shcho1551@gmail.com