PortfolioAV3Ongoing

THE
LAB

The Lab is my live ongoing-work board. It is not one project. I keep adding and updating active builds here so anyone visiting my portfolio can judge my current thinking, execution, and consistency over time.

Ongoing Projects

3 live
LAB PURPOSE

I update this section regularly so visitors can evaluate ongoing work quality, not just finished outcomes.

LAB-001

Smart Traffic Optimization System

ACTIVE · 72%

WHY THIS IS IN THE LAB

This is a daily-evolving build. I keep refining architecture, fairness logic, and deployment readiness based on practical constraints.

Problem Context

  • Existing traffic systems are often fixed-time, expensive, opaque, or simulation-only.
  • Public infrastructure needs transparency and predictable behavior.
  • STOS targets low-cost deployment without sacrificing control quality.
TECH INVENTORY
PythonFastAPIPydanticYOLOv8OpenCVTypeScriptReact
The Lab is updated continuously with my active work timeline.> collaborate or review work