SpecForge · Co-founder
2025 - Present
Building an open-source training framework for speculative decoding and production serving workflows.
Resume / GitHub Pages
Shuai Shi (shuaills)
A hardcore, AI-native builder. Co-founder at SpecForge and SGLang Omni, and active SGLang committer. I like shipping fast from idea to infra to product.
Multimodal Infra
TTS Training
Data Pipelines
Model Serving
Experience & Projects
SGLang Omni · Co-founder
2025 - Present
Working on omni-modal serving stack design, engine/data interfaces, and deployment workflow.
SGLang · Committer
2024 - Present
Active contributor across docs, tool-calling behavior, kernels, and serving ergonomics (including co-authored contributions).
Education & Work Experience
University of Edinburgh · BSc in AI, graduated 2022
CGG · 2024 - 2025 · CV models
Cloudsway · 2025 - 2025 · Focus on Agent Infra (Clouds, Search API)
LunaLabs · 2025 - 2026 · Voice + multimodal models
ICML Submissions
2026 (under review)
1) NorSA: Accelerating LLM Decoding via Normalized Sparse Activation
2) SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding
Core Directions
- Multimodal model infrastructure and serving reliability
- TTS model training pipeline design and cost/perf tuning
- Large-scale multimodal data ingestion, cleaning, and orchestration
- Inference workflow automation for fast product iteration
Current Interests
- Companion AI product systems
- OPC / vibe coding workflow
- Human-in-the-loop agent toolchains
Dragonfly Token Trading Market (personal project) TokenSaver (small tool)