USTC.Ai
Built by students, for students

Meet the developers

USTC.Ai is an open student project supported by the Young Eagle Foundation. We combine official ISO documents with modern AI so international students get clear, sourced answers.

Young Eagle Foundation · USTC
International College · ISO
Est. 2025 · Open source
PL

Pollob

Project lead

Leads product direction, RAG pipeline, and deployment. Focused on making ISO knowledge accessible in every language students use on campus.

Full-stack RAG / LLM FastAPI
AK

Alex Kim

Backend developer

Builds document ingestion, ChromaDB indexing, and API routes. Ensures uploads from ISO stay searchable and up to date.

Python ChromaDB Data pipeline
ML

Maria Liu

Frontend & UX

Designs the chat experience, admin console, and accessibility. Works on multilingual UI and student-friendly flows.

UI / UX HTML / CSS / JS Design system
JW

James Wang

ML & search

Improves retrieval quality, spell correction, and web search fallbacks. Tunes classifiers so students get accurate, cited answers.

Embeddings Ranking Evaluation

Want to join the team?

We welcome developers, designers, translators, and ISO volunteers. No prior AI experience required — just a willingness to help fellow international students.