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M.S. student in Intelligent Science and Technology at Beijing Institute of Technology (2026 cohort). My research focuses on agent collaboration, agent safety, and multimodal large language model safety. I also build developer tools and applications.
Paper accepted at KSEM (CCF-C) · Huawei ICT Competition: National First Prize
Portfolio · 中文简历 · English Resume · Email
Download: 中文 PDF · English PDF
- KSEM · CCF-C: Paper accepted. CCF classification.
- Research: agent collaboration, agent safety, and multimodal large language model safety.
- Education: B.S. in AI, Guizhou University; rank 1/69, GPA 4.14/5. M.S. at BIT.
- Honors & international experience: National Scholarship; Huawei ICT National First Prize; NUS exchange; IELTS 6.5.
31 original Skills · 33 Python scripts — source inventory checked on 2026-10-30.
- Developed 31 original Agent Skills and 33 Python scripts implementing 23 investment-method reference frameworks across value, growth, momentum, macro cycles and allocation.
- Combined financial screening, factor scoring, cross-framework consensus and cost-aware backtesting, with component scores, turnover, holding details and input hashes.
- The project's validation record documents 60 passing local tests; a one-command offline demo produces reports, CSVs and logs.
- Retrieved real FY2021–2025 financials for 600519 with AKShare 1.19.3 on 2026-10-24.
- Project walkthrough · Run the offline demo · Validation record · Original live-data record
Selected for concrete functionality, source code and reusable workflows.
| Project | Implementation | Stack |
|---|---|---|
AI Quant Research Toolchainawesome-stock-quant-skills |
31 original Skills and 33 Python scripts; financial screening, consensus ranking and cost-aware backtesting. Real-data smoke run and 60 local tests documented in the project. Source inventory checked on 2026-10-30. | Python · akshare · pandas · Agent Skills |
| GhostTrack Console & Atlas | Extended the original GhostTrack query tool with domain batches, DNS/certificate/HTTP health checks, snapshot comparison and report export. Added queue pause, cancellation and retry controls. | Python · Tkinter · Android · Web |
| XSS Audit Desktop | Developed a static source-code scanner from the xss-audit playbook, adding pattern checks, JS/TS/Python AST flow analysis and source-line evidence. Supports local/public-GitHub scans, saved review decisions and HTML/SARIF exports. | Python · Tree-sitter · Tkinter · SARIF |
AI Agent Session Analytics CLIagent-trace |
Parse local coding-agent session logs and report token usage, estimated costs and tool calls through terminal and JSON output. | Node.js · JavaScript · CLI |
Finance RSS Reader & Digest Toolsserenity-stock-rss |
Adapt Qiaomu AI RSS into an Obsidian finance reader with 45 feeds, Markdown saving, daily-note excerpts and OPML; build a companion Feishu digest tool with deduplication, grouped cards and batched delivery. | TypeScript · Obsidian API · Node.js |
Repository catalog · All repositories
| Tool | Purpose | Command |
|---|---|---|
| agent-trace | Local agent session analytics | npx @liangzhengtao/agent-trace |
| git-format | Rule-based commit message formatting | npx @liangzhengtao/git-format --dry-run |
| ai-commit | Generate messages from Git diffs | npx @liangzhengtao/commit-ai |
| vibe-check | Check AI coding configuration | npx @liangzhengtao/vibe-check |
AI / Data: Python · PyTorch · Transformers · RAG · Milvus · pandas
Applications: TypeScript · JavaScript · React · Flask · FastAPI · SQLite
Workflows: Git · Node.js CLI · Agent Skills · GitHub Actions
GitHub activity
Interested in research collaboration or AI engineering? Reach me at 1392452425a@gmail.com.