AI engineer building drug-discovery models, agent systems, CUDA measurement experiments, and VR/Unity research tools.
| Problem | AI engineering work | Evidence | Repo |
|---|---|---|---|
| Drug-discovery signal modeling | Multi-target pIC50 platform for psychoactive and drug-like compounds using Transformer regression, RDKit descriptors, SMARTS scaffolds, and Optuna | DAT, 5HT2A, CB1, CB2, and opioid receptor workflows with GUI/CLI and session recovery | multi-target-pIC50-predictor |
| GPU/LLM systems measurement | KV-cache TurboQuant Pareto experiments for Qwen3.5-9B on CUDA with captured replay | Measurement-focused repository for reproducible LLM systems experiments | Turboquant-CUDA |
| Experimental model research | Elastic Looped Transformer causal-LM port with Intra-Loop Self-Distillation and GRPO | PyTorch research implementation for advanced architecture experiments | elastic-looped-transformer |
| Repo | Why it matters |
|---|---|
| multi-target-pIC50-predictor | AI drug-discovery workflow: descriptors, Transformer regression, target-specific pIC50 prediction, GUI/CLI |
| Turboquant-CUDA | CUDA and LLM systems measurements for KV-cache TurboQuant Pareto analysis |
| elastic-looped-transformer | Experimental PyTorch model research: ELT, self-distillation, GRPO |
| jaxa-earth-vrchat-terrain | Data pipeline from JAXA earth-observation inputs to Blender, Unity, and VRChat terrain |
| hermes-agent | Agent tooling and local AI assistant experimentation |
| liltoon-pcss-extension | Unity/VRChat C# extension work for production-style shader tooling |
- AI for drug discovery: pIC50 prediction, cheminformatics, RDKit-style descriptors, receptor-target workflows
- LLM systems: CUDA measurement, KV-cache experimentation, model-efficiency tradeoff analysis
- Agentic software: autonomous assistant tooling, workflow automation, local-first research systems
- Research implementation: PyTorch experiments, architecture ports, reproducible exploratory code
- Spatial computing: Unity, Blender, VRChat, terrain pipelines, and creator tooling
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- Profile snapshot date:
2026-05-26Asia/Tokyo - Public profile counts and repository telemetry were refreshed from GitHub REST API and the public profile page
- Current public surface:
166public repositories,68owned public non-fork repositories,231followers - Current public pinned order:
multi-target-pIC50-predictor,jaxa-earth-vrchat-terrain,hypura,Turboquant-CUDA,elastic-looped-transformer,hermes-agent