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xingkongliang/README.md

Hi, I'm Tianliang Zhang (Jay) πŸ‘‹

AI Engineer · Agent & LLM · Creator of Skills Manager (3.5K+ ⭐)

I build AI agents and LLM products for real users β€” on top of production CV/ML systems I've shipped before.

AI Engineer based in Canberra, Australia. Ex-Tencent YouTu Senior Researcher, PhD in Machine Learning, ICCV LVIS Challenge champion. I ship agent tooling and LLM products end-to-end: open-source desktop apps used by thousands of developers, and consumer AI products with paying / active learners.

🌐 tianliangzhang.com Β· πŸŽ“ Google Scholar


πŸš€ What I Build

  • Agent tooling β€” central skill libraries, per-agent adapters, presets, and multi-device sync across 50+ coding agents (Claude Code, Codex, Cursor, Copilot, Gemini CLI…)
  • LLM products β€” rubric scoring, structured JSON contracts, eval harnesses, speech pipelines, and 24/7 practice chat β€” shipped to real users
  • Reliable LLM systems β€” prompt-hash caching, pre-generation, multi-provider fallback, cost/latency budgets under production traffic
  • Production CV/ML β€” sub-second ONNX inference, edge deployment, high-recall industrial inspection (prior work at Tencent YouTu)

πŸ† Highlighted Work

  • Skills Manager β€” open-source desktop app that unifies AI-agent skills across 50+ coding tools (Claude Code, Codex, Cursor, Copilot…). One central library, presets, multi-device sync + CLI. Rust/Tauri + React. 3.5K+ ⭐ Β· 300+ forks
  • EasyIELTS β€” AI IELTS speaking & writing coach: full mock interviewer (TTS β†’ record β†’ STT), 4-dimension rubric scoring, sentence-level feedback. Next.js + Supabase + LLM.
  • Sticker It β€” generative-AI SaaS, photo β†’ custom stickers. Next.js + OpenAI + Stripe + S3
  • ACT Learner β€” bilingual road-rules LLM coach with cached generation + OpenAI/Gemini fallback

πŸ§ͺ Research & Credibility

  • Publications β€” CVPR 2020 (co-first) Β· CVPR 2017 Β· IEEE TITS Γ—2 (IF 9.55) Β· ICME 2022
  • Competition β€” ICCV 2021 LVIS Challenge β€” Rank 1 + Best Innovation Award
  • Patents β€” 2 US Β· 13 China
  • Roles β€” Senior Researcher @ Tencent YouTu Lab

✍️ Writing

Engineering deep-dives on what I ship β†’ tianliangzhang.com/blog

Recent topics: central skill libraries for coding agents, making IELTS band scores reproducible with LLMs, eval harnesses that catch silent grader drift, production LLM reliability patterns.


πŸ“« Reach me

Open to AI Engineer / Agent Engineer roles in Australia.

Email Β· X Β· GitHub

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