FDE Tom Yim · ICML 2026 Top 10 · HKMAC 社群
Founder of HKMAC community · Host of free workshop AI 使用力升級 · Open-source program Sophia — the Wisdom Gate.
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FDE Tom Yim · ICML 2026 Top 10 · Founder, HKMAC 社群
AI researcher with an electrical engineering foundation and multi-year systems engineering practice. I apply structured validation, conflict detection, and standards-driven review to large language model evaluation and training/inference infrastructure.
In Hong Kong I host the free community workshop AI 使用力升級 (first session 12 Sep 2026, Kwun Tong) — open group sessions, no time limit, phone or notebook only.
The open-source program Sophia — the Wisdom Gate builds a fail-closed provenance gate for LLMs: claim → verify → accept / abstain / block. Scope is honest: AGI-candidate research with measured claims only—not proven AGI.
Selected work
Provenance-aware, verifier-gated reasoning layer for LLMs. End-to-end training, inference, and evaluation infrastructure with bilingual benchmarks and CI-gated measurement.
Free Hong Kong community open house: Vibe Coding, 1:1 consult, Local AI Clinic, Show & Tell. First session 12 Sep 2026 · Kwun Tong · phone or notebook only.
Community · Free · Open in/out
LoRA/PEFT fine-tuning pipelines, vLLM/Ollama/MLX serving paths, flash-attention reference kernels, RLVR/GRPO experiments, CI-gated eval harnesses.
PyTorch · HuggingFace · PEFT · vLLM · TRL
Cross-discipline model QA, structured data coordination, and automation for technical review—applied as the engineering bridge into verifier-style AI gates.
Validation · Automation · Reproducibility
Skills
Contact
Open to research collab, open-source, and Hong Kong community workshop guests.