Recommendation run

Recommendations for Alex Chen: social computing, mentor matching, academic collaboration, human-centered AI, research discovery

Pipeline execution finished.

Status: CompletedCurrent step: CompleteAttempt: 1

Mentors

5 mentor recommendations

5

Isabella Ward

Rank 1 | Score 0.29

  • Topic fit is supported by overlap in algorithms, analysis, data.
  • This mentor belongs to community_0 in the mentor collaboration graph.
  • The mentor shows solid research activity based on profile and graph signals.

Same research community (community_0). Cold-start bonus applied (emerging mentor). Topic fit is supported by overlap in algorithms, analysis, data.

Peter Murphy

Rank 2 | Score 0.29

  • Topic fit is supported by overlap in algorithms, analysis, data.
  • This mentor belongs to community_0 in the mentor collaboration graph.
  • The mentor shows solid research activity based on profile and graph signals.

Same research community (community_0). Cold-start bonus applied (emerging mentor). Topic fit is supported by overlap in algorithms, analysis, data.

Zara Taylor

Rank 3 | Score 0.28

  • Topic fit is supported by overlap in computing, network, systems.
  • This mentor belongs to community_0 in the mentor collaboration graph.
  • The mentor shows solid research activity based on profile and graph signals.

Same research community (community_0). Cold-start bonus applied (emerging mentor). Topic fit is supported by overlap in computing, network, systems.

Sofia Long

Rank 4 | Score 0.25

  • Topic fit is supported by overlap in computing, human, python.
  • This mentor belongs to community_0 in the mentor collaboration graph.
  • The mentor shows solid research activity based on profile and graph signals.

Same research community (community_0). Cold-start bonus applied (emerging mentor). Topic fit is supported by overlap in computing, human, python.

Anna Alexander

Rank 5 | Score 0.24

  • Topic fit is supported by overlap in computing, human, python.
  • This mentor belongs to community_0 in the mentor collaboration graph.
  • The mentor shows solid research activity based on profile and graph signals.

Same research community (community_0). Cold-start bonus applied (emerging mentor). Topic fit is supported by overlap in computing, human, python.

Projects

3 project recommendations

3

Undergraduate research studio: tooling for HCI workflows

Rank 1 | Score 0.37 | Mentor m_109

  • The project is connected to the recommended mentor in the academic graph. Topic overlap with the student's interests is limited but the project may still be a useful entry point. The student already brings python. They may need support in algorithms, c++, hci study methods.

Skill overlap: python. Skill gaps to address: algorithms, c++, hci study methods. Appropriate difficulty for student grade

Undergraduate research studio: analysis for HCI workflows

Rank 2 | Score 0.33 | Mentor m_058

  • The project is connected to the recommended mentor in the academic graph. Topic overlap with the student's interests is limited but the project may still be a useful entry point. They may need support in c++, probability, rust.

Skill gaps to address: c++, probability, rust. Appropriate difficulty for student grade

Undergraduate research studio: analysis for security workflows

Rank 3 | Score 0.33 | Mentor m_093

  • The project is connected to the recommended mentor in the academic graph. Topic overlap with the student's interests is limited but the project may still be a useful entry point. They may need support in cuda, linear algebra, pytorch, rust.

Skill gaps to address: cuda, linear algebra, pytorch. Appropriate difficulty for student grade

Teammates

3 teammate recommendations

3

marvin-walker-00061

Rank 1 | Score 0.10

  • Teammate score is driven mainly by skill overlap and availability.

High availability

karen-strickland-00096

Rank 2 | Score 0.10

  • Teammate score is driven mainly by skill overlap and availability.

High availability

samantha-bryant-00138

Rank 3 | Score 0.10

  • Teammate score is driven mainly by skill overlap and availability.

High availability

Start the second recommendation