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Work published on GitHub and Hugging Face

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A portfolio of implementations published on GitHub and Hugging Face. The Hugging Face Spaces demos are playable without leaving this page. If you'd like to license or take over any of the code, that can be arranged too.

Core stack

  • TypeScript
  • Next.js
  • React
  • Tailwind CSS
  • Python
  • PyTorch
  • Transformers
  • FastAPI
  • Docker
  • AWS
Public repos
0
Public models
12
Live demos
12
licensing.sh
$ git remote -v
origin  git@github.com:you/your-product.git

$ transfer --repo my-awesome-repo --to you
✓ contract signed
✓ ownership transferred
→ 30 days of support included

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Portfolio

Published work

Pulled straight from the public GitHub and Hugging Face APIs and refreshed hourly. Hugging Face Spaces run right here on this page — no sign-up needed.

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HF Space

Halfword

NagaYu/halfword

AAC prediction measured in seconds, not keystrokes

  • static
  • aac
  • augmentative-and-alternative-communication
  • assistive-technology
Updated Sep 2, 2026
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HF Space

Mondegreen

NagaYu/mondegreen

用語集を音韻的な硬い制約に変換するローカルASR訂正器

  • static
  • asr-error-correction
  • japanese
  • whisper
Updated Aug 23, 2026
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HF Space

Flashback

NagaYu/flashback

Find the step your training run broke on, from 452 B/step

  • static
  • machine-learning
  • distributed-training
  • checkpointing
Updated Aug 22, 2026
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HF Space

Ante

NagaYu/ante

Accept contributions on evidence, not on authorship.

  • static
  • software-engineering
  • code-review
  • mechanism-design
Updated Aug 22, 2026
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HF Space

Dissent

NagaYu/dissent

Where independent formalizations of a clause disagree

  • static
  • autoformalization
  • formal-verification
  • smt
Updated Aug 21, 2026
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HF Space

Litmus

NagaYu/litmus

Error bounds and targeted falsification for Triton kernels

  • static
  • triton
  • gpu-kernels
  • verification
Updated Aug 17, 2026
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HF Space

Parity

NagaYu/parity

Cut non-English token cost, with a certified bound

  • static
  • tokenizer
  • vocabulary-adaptation
  • multilingual
Updated Aug 16, 2026
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HF Space

Cairn — Leave, Come Back, Same World

NagaYu/cairn

Leave, come back, same world — and edit it

  • static
  • world-models
  • video-generation
  • long-term-consistency
Updated Aug 15, 2026
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HF Space

Quorum

NagaYu/quorum

No description provided yet.

  • static
  • llm-evaluation
  • sequential-testing
  • anytime-valid
Updated Aug 9, 2026
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HF Space

Groundhog · Fork Replay Viewer

NagaYu/groundhog-replay-viewer

Share the world, resample the consequences.

  • static
  • reinforcement-learning
  • record-replay
  • determinism
Updated Aug 9, 2026
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HF Space

Stemma

NagaYu/stemma

Model lineage from weights alone, over HTTP Range

  • static
  • model-provenance
  • lineage
  • safetensors
Updated Aug 8, 2026
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HF Space

Llama Local Lab

NagaYu/llama-local-lab

Which Llama quant fits your GPU, and what it costs

  • static
  • llama
  • quantization
  • gguf
Updated Aug 4, 2026
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HF Model

ingot-chrono-qwen3-0.6b

NagaYu/ingot-chrono-qwen3-0.6b

No description provided yet.

  • text-generation
  • mlx
  • safetensors
  • gguf
260Downloads/moUpdated Aug 23, 2026
HF Model

crowd-anon-0.1b

NagaYu/crowd-anon-0.1b

No description provided yet.

  • text-classification
  • crowd
  • coreml
  • onnx
128Downloads/moUpdated Aug 30, 2026
HF Model

phonebook

NagaYu/phonebook

No description provided yet.

  • phonebook
  • onnx
  • gguf
  • text2text-generation
91Downloads/moUpdated Aug 28, 2026
HF Model

customs-decomposer

NagaYu/customs-decomposer

No description provided yet.

  • token-classification
  • pytorch
  • safetensors
  • gguf
30Downloads/moUpdated Aug 22, 2026
HF Model

interlock

NagaYu/interlock

No description provided yet.

  • text-classification
  • interlock
  • onnx
  • gguf
19Downloads/moUpdated Aug 30, 2026
HF Model

flashback-first-bad-step

NagaYu/flashback-first-bad-step

No description provided yet.

  • flashback
  • anomaly-detection
  • distributed-training
  • observability
14Downloads/moUpdated Aug 22, 2026
HF Model

ante-claim-alignment

NagaYu/ante-claim-alignment

No description provided yet.

  • text-classification
  • ante
  • code-review
  • software-engineering
13Downloads/moUpdated Aug 22, 2026
HF Model

halfword-100m

NagaYu/halfword-100m

No description provided yet.

  • text-generation
  • transformers
  • coreml
  • onnx
Updated Sep 2, 2026
HF Model

mondegreen

NagaYu/mondegreen

No description provided yet.

  • text-generation
  • transformers
  • asr-error-correction
  • japanese
Updated Aug 23, 2026
HF Model

parity-ja-smollm2-135m

NagaYu/parity-ja-smollm2-135m

No description provided yet.

  • parity
  • tokenizer
  • vocabulary-adaptation
  • multilingual
Updated Aug 16, 2026
HF Model

rubato-timing

NagaYu/rubato-timing

No description provided yet.

  • voice-activity-detection
  • rubato
  • turn-taking
  • endpointing
Updated Aug 15, 2026
HF Model

stemma-direction

NagaYu/stemma-direction

No description provided yet.

  • stemma
  • model-provenance
  • lineage
  • safetensors
Updated Aug 8, 2026

Licensing

About the published code

Before getting in touch, it's worth running the demo for whatever you're interested in.

Terms to read before we sign

Stated up front so there are no surprises later.

What is not offered
Custom development and contract work — new builds, added features, modifications on request — are not offered. What is available is the transfer or licensing of code and models that are already published.
How copyright is handled
Under an outright transfer, the economic rights in the copyright move to you, and the contract states that moral rights will not be exercised. Under a non-exclusive license, copyright stays with me. Third-party libraries remain governed by their own open-source licenses.
As-is delivery, no warranty
Code is delivered AS IS. No warranty is given as to operation in any particular environment, performance, or fitness for a particular purpose. Details of the environment it was verified in are provided, but no responsibility is taken for other environments or for breakage caused by future library updates. Please satisfy yourself using the demo or the source itself before committing.
After handover
This is run by one person, so no support window or response time can be promised. Setup questions will be answered as far as is reasonably possible. Requests for new features or modifications are not accepted. If you need ongoing support, that cannot be provided on these terms — please raise it before we sign.
Third-party rights and data
Where trained models or datasets are involved, their original licenses — including whether commercial use is permitted — are shared in advance as far as they are known. This is not an exhaustive audit or a warranty of every dependency's license, so please verify independently as well. Anything that cannot be handed over is excluded from scope.
Confidentiality
Nothing you send is disclosed to third parties. If you need an NDA in place first, please say so when you get in touch.
Payment and refunds
Payment is made up front once the contract is signed. Because these are digital deliverables, refunds are not available after handover — so please review the demo and the runtime requirements before committing.

These are the standard terms. Where an individual contract differs, the contract governs.

Contact

Get in touch

For transferring or licensing published code. Every message gets a reply as soon as I can get to it.

By sending this form you agree that the information above may be used to respond to your inquiry. It is never disclosed to third parties.