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ztxtech/README.md
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👋 Hi, I'm Tianxiang Zhan

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🛰️ whoami

> whoami
name:        Tianxiang Zhan
role:        PhD Candidate
affiliation: Monash University — Faculty of Information Technology
location:    Clayton, VIC 🇦🇺
status:      "Booting up a new research chapter ↓"
former:      M.Eng. @ UESTC (2023–2026) · B.Eng. @ SWU (2019–2023)
mission:     >-
  Build trustworthy autonomous agents that can reason over, forecast, and act on
  complex temporal evidence — with explicit uncertainty and stop-discipline.

🔭 Now at Monash IT as a PhD student, pushing agentic time-series systems and uncertainty-aware decision making further.

⚡ Live Signals (auto-refreshed by GitHub Actions)

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📡 Latest commits on aion (the harness)
  • b28f54e — docs(landing): embed AION clinical demo YouTube under Quick Start (ztxtech, 2026-06-12)
  • ef468d9 — refactor(medical-demo): hoist slide assets to wrapper dir (ztxtech, 2026-06-12)
  • 9e76161 — feat(medical-demo): re-render overview PNG at 3840x2160 (16:9, 2x DPR) (ztxtech, 2026-06-12)
  • 748abf4 — docs(medical-demo): rewrite overview lede in plain language (ztxtech, 2026-06-12)
  • 9046b06 — feat(medical-demo): align overview items — drop title period, fixed-width tags (ztxtech, 2026-06-12)
  • acc5e14 — feat(medical-demo): tighten overview items — ≤5 words, no bold, single-line (ztxtech, 2026-06-12)
  • 0fa2c1c — feat(medical-demo): simplify overview — three aligned blocks, four items each (ztxtech, 2026-06-12)
  • 4b6ac00 — feat(medical-demo): refresh one-page overview — light theme, stacked blocks, log (ztxtech, 2026-06-12)

🔭 What I'm Working On

AION Multi-Agent Protocols Skills License arXiv Code

AION is my flagship project: a time-series harness — a control layer that connects task specification, runtime execution, and result assessment into one stable process for next-generation time-series workloads. Built on top of OpenCode, with 4 layers (Task / Workspace / Execution / Review), 6 agents, 8 protocols, and 17 skills.

🧠 Research Directions

AGENT × TIME × UNCERTAINTY — research across three orthogonal axes that intersect in AION: build agents that operate on temporal evidence, and ground every claim in calibrated uncertainty.

🧰 Stack (2026 edition)

🪦 Retired from the README: Django, Flask, MATLAB, Photoshop, scikit-learn, seaborn, pandas, MySQL — the academic-era toolkit. They've been folded into the projects above (or quietly archived).

🌐 Find me elsewhere

🛰️ This README is kept in sync with my homepage via self-updating GitHub Actions — see .github/workflows (metrics · aion commits · snake · daily quote).

💬 Confidence without calibration is just noise with branding.

Last refreshed: 2026-07-28 (Australia/Melbourne)

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