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Credit goes to milhan.kim

Software Engineering Researcher / Senior Software Engineer

Milhan Kim

Milhan Kim smiling in front of a Ferrari Formula 1 car

Good systems earn decisions. They make the right move easy with incentives. I set principles with philosophy, shape choice architecture with micro-economics, and anchor it in software design.

What's New

Cross-Disciplinary Research

My work blends psychology, philosophy, micro-economics, and organizational design to help engineering orgs make better decisions with less thrash.

  • Scenario mapping for ambiguous problem spaces
  • Evidence-first product discovery, no theatrics
  • Writing that teaches systems thinking by example

Software Architecture Design Language for AI Systems

I design a language to describe production-grade ML tooling/system that scales across teams, governance, and infrastructure constraints—without sacrificing developer speed.

  • Minimize silenced voices across various domain experts
  • Risk identification in architecting stage
  • Augmented human-in-the-loop systems with robust observability

Work in Numbers

15+ years shipping software
8 peer-reviewed publications
? polar bears saved by efficient heavy computing

Selected Publications

Peer-reviewed work spanning static analysis, ML-assisted triage, and scalable simulation infrastructure.