cheese-cakee (cheese cake) · GitHub
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high cortisol engineering
♨️
high cortisol engineering
174 followers · 34 following

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Quickdraw

Highlights

  • Pro

Organizations

@hiero-ledger

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cheese-cakee/README.md 

╭─ cheesecake@github ─────────────────────────────────────────────────────────────╮
│                                                                                 │
│  profile   CS undergrad | systems, inference, dev tools                         │
│  trust     LFX Mentee @hiero-ledger, ex contract inference engineer @lucebox    │
│  impact    merged PRs in vLLM, Ceph, CRIU, Rizin, Prometheus, lucebox           │
│  strength  C/C++ systems, GPU inference (CUDA, HIP), model serving              │
│  workflow  exact-output checks, matched benchmarks, clean commits               │
│                                                                                 │
╰─────────────────────────────────────────────────────────────────────────────────╯

my work so far

  • Lucebox inference engine · contract inference engineer, 2026
    24 merged PRs in a C++ CUDA/HIP inference engine: DeepSeek-V4 MoE prefill across two AMD GPUs (2.02x on a 401-token prompt, byte-identical output), a fused MoE combine kernel, HIP wave64 correctness, and a CUDA-graph replay fix.

  • LFX Mentorship 2026 · Hiero · ongoing
    Building sdk-automations, one GitHub App that runs contributor-facing automation for the Hiero SDK repositories from repository-owned config: signature-verified webhooks, crash-safe SQLite processing, and checks that stop it acting on stale state. Before the mentorship: CI bots and tests in the Python and C++ SDKs.

  • vLLM · contributor
    merged PRs in vLLM (MRV2): support for stock torch.compile mode, removing stream syncs from NonUvaBuffer host-to-device copies, respecting Inductor deterministic mode in combo-kernel defaults, and a fix accepting num_speculative_tokens in NgramGPUSpeculator.

  • Systems and infrastructure · merged fixes in Ceph (RGW), CRIU, Rizin, and Prometheus.

some stuff I know

C C++ Go Python Bash Git CUDA HIP/ROCm TypeScript CMake Docker Linux

github stats

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  1. Benchmarking-GEMM Benchmarking-GEMM Public

    Step-by-step C++17 GEMM optimization: ten kernels from naive ijk to AVX2 and OpenMP. Peaks at 323 GFLOPS at 2048x2048 on i5-13450HX.

    C++ 19

  2. woof-cuda woof-cuda Public

    Lossless speculative decoding for Conway Research's Woof models on a 6 GB laptop GPU: exact MLX->GGUF import, batch-invariant CUDA verify kernel for llama.cpp, 2.14x with identical greedy output

    Python 3

  3. hiero-hackers/sdk-automations hiero-hackers/sdk-automations Public

    A on/off, service-neutral Github App for contributor-facing automations. Safety first by construction, flexible config, contributor-friendly

    TypeScript 4 10

  4. bonsai-inference-lab bonsai-inference-lab Public

    Bonsai 2 27B PTQ1 inference on a 6 GB RTX 4050: AVX2 patch, benchmarks, and reproducible WSL2 case study

    PowerShell 1

  5. overtrust overtrust Public

    overtrust is a CLI binary written in C++. no LLMs, no AI, no cloud. it uses deterministic rules, regex pattern matching, shannon entropy analysis, and manifest parsing to find what has access to yo…

    C++ 8

  6. Unix_networking Unix_networking Public

    A collection of POSIX networking programs

    C 5