中文 EN 暗夜 动态

Zhengtao Liang

AI Researcher & Developer
📞 17684269881
📧 1392452425a@gmail.com
🎂 Born May 2003 · Communist Youth League Member
🔗 github.com/Serennity007
🌐 Portfolio
Education
Beijing Institute of Technology (BIT) — 985/211/Double First-Class
Sep 2026 - Jun 2029 (Expected)
M.S. in Intelligent Science and Technology · School of Artificial Intelligence
  • Research Focus: Safety alignment of multimodal large language models
Guizhou University — 211/Double First-Class
Sep 2022 - Jun 2026
B.S. in Artificial Intelligence · School of Computer Science and Technology
  • Weighted Average Score Ranking: 1/69 · Comprehensive Score: 1/69 · GPA: 4.14/5
  • IELTS: 6.5 · CET-6: 572 · Fluent in academic English reading, writing, and communication
Research Experience
Cognitive Intelligence for Judicial Verdicts: Knowledge-Experience Dual-Track Fusion (Project Lead)
Mar 2025 - Present · CCF-BigData 2025, First Author (Submitted)
  • Designed a novel RAG framework for legal verdict prediction, fusing legal knowledge with judicial precedents as dual guidance for LLMs
  • Engineered a multi-model pipeline: 7B LLM for crime element extraction → Milvus vector DB for precedent retrieval → 30B LLM for verdict generation
  • Enhanced prediction accuracy and logical rigor through knowledge-experience dual-guided architecture
Intelligent Q&A System for Government Services (Project Lead)
Mar 2024 - Present
  • Architected end-to-end LLM-driven Q&A platform for government services using FastAPI
  • Developed core Q&A logic with Langchain framework, managing LLM API selection, invocation, and orchestration
  • Successfully deployed functional web-based prototype with real-time query capabilities
Internship Experience
Xueersi (学而思) — Education Technology Company
Guiyang
Intern · Education Product Development
  • Developed education products leveraging AI to improve teaching and learning experiences
Caihong Group (彩虹集团) — Technology Enterprise
Chengdu
Intern · Enterprise Software Development
  • Participated in enterprise-level project development, gaining industry-standard software engineering practices
Global Experience
🇸🇬 National University of Singapore (NUS)
Jul 2023 - Aug 2023
  • Selected for "Guizhou Provincial Thousand Talents Program" (competitive, funded initiative)
  • Advanced training in AI theory and computational finance modeling
  • Independently built "Handwritten Digit Recognition" system
  • Collaborated with international team entirely in English on financial engineering project
Honors & Awards
National / Provincial
🥇
Huawei ICT Competition · Ascend AI Track · National 1st Prize
🌍
Huawei ICT Competition · Global Finals · 3rd Prize
🎓
National Scholarship (国家级奖学金)
🏆
Provincial "Merit Student" of Guizhou
🎤
3rd Prize, "Voice of Guizhou" Foreign Language Speech Contest
🚀
3rd Prize, "Challenge Cup" Provincial Entrepreneurship Competition
University Level
🎓
First-class Scholarship (×2)
Merit Student (×2)
🏅
Outstanding Youth League Member (×2)
🌟
"Top 10 Students of Quality Development"
🚀
"Challenge Cup" University 1st Prize (×2)
🗣️
"FLTRP · ETIC Cup" English Contests (2nd & 3rd)
🗣️
"21st Century Cup" English Speaking (3rd)
Technical Skills
Languages
Python TypeScript JavaScript Go Rust LaTeX
AI / ML
PyTorch Transformers LangChain OpenAI API RAG MCP
Frontend
React Next.js Vue Tailwind CSS
Backend & DevOps
FastAPI Node.js PostgreSQL Docker GitHub Actions
Open Source Contributions
Developer Tools
agent-trace token-meter vibe-check awesome-ai-rules
Research & Resources
awesome-ai-alignment paper-grill awesome-geo 45+ Projects Total