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  • Red Hat
  • Singapore

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maci0/README.md
Marcel Wysocki, Senior Principal Architect @ Red Hat, Singapore

I build AI inference infrastructure and container runtimes, from WGSL compute kernels to distributed GPU clusters, with side quests in binary reverse engineering.

LinkedIn Zig Go Python CUDA Kubernetes

🧠 AI inference, down to the metal

  • agave: LLM inference engine written from scratch in Zig, no Python runtime, no framework tax
  • beam: Ray's API reimplemented in ~1,400 lines of pure Python, enough to run vLLM multi-node. NVIDIA and AMD, validated cross-node
  • vllm-webgpu: vLLM platform plugin targeting WebGPU: WGSL compute kernels instead of CUDA
  • muninn-sidecar: Persistent memory for AI agents, shipped as a Go sidecar
  • gpustack-modelsync: Declarative model placement across GPU cluster nodes
  • gb10-thermal-toolkit: Thermal-driven GPU clock governor for NVIDIA DGX Spark, fixes the under-load power-off
  • dgx-spark-deepseek: Field notes from serving DeepSeek-V4-Flash on a 2-node DGX Spark RoCE cluster, everything measured on real hardware
  • review-prompts: Auto-fix review loop, 37 specialized prompts dispatched to whatever AI coding agents you have installed

🕹️ Reverse engineering

  • rebrew: Compiler-in-the-loop decompilation workbench for binary-matching reversing
  • europa1400-networkfix: Fixed multiplayer in a 2001 game the vendor abandoned
  • openmiles: Open reimplementation of the Miles Sound System
  • resembl: Assembly code similarity search
  • recoverage: Coverage dashboard for binary-matching decompilation projects
  • europa1400-lua: Lua console injected into a running 2001 game, for reverse engineers and modders

⚙️ Runtimes and clusters

  • katamaran: Live migration for Kata Containers
  • vmetal-openshift: Virtual baremetal OpenShift lab: Redfish BMC emulation, bonded NICs, split-DNS, one Ansible topology

Zig for things that must be fast, Python for things that must exist by Friday.

contribution snake

Pinned Loading

  1. muninn-sidecar muninn-sidecar Public

    Persistent memory sidecar for AI agents, written in Go

    Go 4 1

  2. openmiles openmiles Public

    An open source reimplementation of the Miles Sound System for older games

    Zig 1

  3. pelorus pelorus Public

    Forked from dora-metrics/pelorus

    Automate the measurement of organizational behavior

    Python

  4. katamaran katamaran Public

    Live migration for Kata Containers

    Go 1

  5. rebrew rebrew Public

    Compiler-in-the-loop decompilation workbench for binary-matching game reversing.

    Python