MentorMatch · Mentor Matching Assistant

Warpshlczy (Mokie·正一) · Computer Science · Intake 2026 · Scientific research tools

Repository: Warpshlczy/mentors-auto-match

🏹 applying for a doctoral program? MentorMatch is a desktop application for students to select their mentors. Just input your resume or research plan, and choose whether it's a master's or doctoral student. It will pick a batch of candidate mentors from CSRankings, calculate the matching degree one by one, and finally rank them by score, telling you who to email first.

  • msc-cs
  • mentors
  • phd
  • llm
  • master
  • cv
  • match
  • python
  • thesis
  • automation

Project overview

🏹 applying for a doctoral program? One-click quick grasp of the target mentor MentorMatch is a desktop application for students to select supervisors: You can input your resume or research plan, choose a master's or doctoral degree, and it will pick a batch of candidate supervisors from CSRankings, calculate the matching degree one by one, and finally rank them by score, telling you who to email first. Function High/Medium/Low Fit , and give overlapping keywords and reasons; different statements that the LLM can recognize the same meaning Mentor Information : name, faculty, personal homepage, ORCID, and conference areas published in the last 5 years local cache SQLite stores it. Mentors who have been selected will not be selected again. Later, if you change the selected institution, there is no need to start over. The capture can be cancelled at any time, and the captured records will be retained Optional LLM Fill in the OpenAI-compatible endpoint (local Ollama, or cloud services such as Bailian, DeepSeek, and Zhipu). If not filled in, it will return to RapidFuzz offline keyword matching For now, only the computer is covered CSRankings includes mentors based on top computer science conferences, so the data for visual science, natural language processing, machine learning, systems, and security is relatively comprehensive. However, the data for biochemistry, environment, materials science, and humanities and social sciences are not available for the time being