Mu Zhou
Data ScientistEPFL
Switzerland
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
EPFL
Data Scientist
June 25, 2026 – Present
BUCTD
June 15, 2023 – May 23, 2024
[ICCV 2023] Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
View ProjectmaDLC_NatureMethods2022
January 13, 2022 – August 1, 2022
Repository for reproducing results in Lauer et al. 2022
View Projectml-project-1-ml_amg
October 4, 2021 – November 1, 2021
ml-project-1-ml_amg created by GitHub Classroom
View ProjectUnsupervised_detection_methods
September 28, 2021 – October 25, 2022
Unsupervised detection methods for labeling areas
View Projectfew_shot_learning
August 28, 2018 – January 31, 2019
Awesome papers in few-shot learning/one-shot learning.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong focus on academic and research-oriented machine learning and computer vision tasks. While this demonstrates deep technical capability, the lack of diverse project types (e.g., business intelligence, A/B testing, data engineering) might indicate a narrower scope of experience for a general Data Scientist role. The single listed work experience as 'Data Scientist' at EPFL is current but lacks details, making it difficult to fully assess cultural fit beyond research-heavy environments.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information on communication clarity, teamwork, or problem-solving approaches in a collaborative setting.