Hi, I'm Oli51467 👋

Software engineer building evidence-first AI products and multi-Agent systems.

Featured Project

Trend Studio

An evidence-first A-share research workspace built with Vue 3, FastAPI and PostgreSQL. It combines current market snapshots, bounded market context and a restricted multi-Agent decision workflow with frozen Evidence Packs, deterministic Python aggregation, append-only audit trails, and on-demand PDF/Markdown research reports.

• 🤖 Restricted DeepAgents + LangGraph fixed-slot orchestration
• 📊 Native daily and intraday market structure with explicit unavailable/degraded states
• 🔎 Auditable evidence, source coverage, vote history and decision replay
• 📄 Completed-consensus research report export in PDF and Markdown

Tech Stack

Focus

• Multi-Agent evidence assessment and deterministic decision aggregation
• Trustworthy market-data boundaries, provenance and failure semantics
• LLM systems for research workflows and human-in-the-loop decision support

Background

• 🎓 M.S. Computer Science · Shandong University · IRLab
• 💼 Internship · Meituan Tech · Meituan