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  • LG CNS America
  • Englewood Cliffs, NJ
  • 13:03 (UTC -04:00)
  • LinkedIn in/wonkwon-lee

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wonkwonlee/README.md

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Hi, I'm Raymond (Wonkwon) Lee 👋

Building trustworthy AI systems for real-world operations.

Network Engineer at LG CNS America working on financial infrastructure, cybersecurity, enterprise networking, and automation.

My research background is in Trustworthy AI, Differential Privacy, and Reproducibility. Today, I'm particularly interested in production-grade AI agents that can safely interact with infrastructure, cloud systems, APIs, and operational workflows.

Current Focus

  • AI Agent Systems
  • Trustworthy AI
  • Infrastructure Automation
  • Security Operations
  • Network Engineering
  • Human-AI Collaboration

Current Projects

GotSaeng OS

AI-powered personal operating system focused on long-term context, memory, planning, and decision support.

Repository: https://github.com/wonkwonlee/gotsaeng-os

Infrastructure & Agent Systems Research

Exploring:

  • Agent memory systems
  • MCP-based architectures
  • Multi-agent coordination
  • Infrastructure automation
  • Observability and verification
  • Reliable AI operations

Research

Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy

  • VLDB 2023 Evaluation & Benchmark Track Runner-Up
  • ACM SIGMOD Research Highlight 2024

Open-source framework:

SynRD https://github.com/DataResponsibly/SynRD

Tech Stack

Infrastructure: Cisco • MPLS • BGP • VPN • Firepower • FMC • AWS

Development: Python • TypeScript • Docker • Kubernetes • REST APIs

AI: LLMs • Agent Systems • Differential Privacy • Machine Learning

Connect

LinkedIn: https://www.linkedin.com/in/wonkwon-lee

Google Scholar: https://scholar.google.com/citations?user=xXZLYFwAAAAJ

Website: https://wonkwonlee.github.io

Pinned Loading

  1. gotsaeng-os gotsaeng-os Public

    Local-first Markdown context compiler for knowledge workflows — no cloud, no telemetry, no LLM calls

    TypeScript 2

  2. DataResponsibly/SynRD DataResponsibly/SynRD Public

    Synthetic Research Datasets Feasibility Study

    Jupyter Notebook 1 1

  3. vibe-investing vibe-investing Public

    Forked from monarchjuno/vibe-investing

    Vibe Investing Skill Library

    Python