CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • GitHub University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • GitHub University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • GitHub University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Resilience of public transport in the face of disruptions: Insights from explainable machine learning

Cottreau, B., Celbiş, M.G., Manout, O., & Bouzouina, L. (2025). "Detection of subway service disruptions and contribution of alternative stops to public transit resilience." Transportation Research Part A: Policy & Practice. https://doi.org/10.1016/j.tra.2025.104550

Spatio-temporal impacts of unplanned service disruptions on public transit demand

Cottreau, B., Manout, O., & Bouzouina, L. (2025). "Spatio-temporal impacts of unplanned service disruptions on public transit demand." Transportation Research Interdisciplinary Perspective. DOI: https://doi.org/10.1016/j.trip.2025.101354

Spatio‐temporal patterns of the impact of COVID‐19 on public transit: An exploratory analysis from Lyon, France

Cottreau, B., Adraoui, A., Manout, O., & Bouzouina, L. (2023). " Spatio-temporal patterns of the impact of COVID-19 on public transit: an exploratory analysis from Lyon, France." Regional Science Policy & Practice. DOI: https://doi.org/10.1111/rsp3.12718

Talks

From econometrics to machine learning: Insights from transportation studies

September 30, 2025

Talk at KTH, Department of Mathematics, Stockholm, Sweden

Improving public transit demand forecasting models in case of disruptions: an integrated approach using explainable AI

June 10, 2025

Talk at European Association on Transportation Research (hEART), Munich, Germany

Sustainable Mobility

September 01, 2024

Teaching at ENTPE, Lyon, France

Statistics and Data Project

September 01, 2023

Teaching at ENTPE, Lyon, France

Transport Modelling

September 01, 2023

Teaching at ENTPE, Lyon, France

To what extent does public transit demand persist in the face of COVID-19? A case study from Lyon, France.

July 17, 2023

Talk at 16th World Conference on Transportation Research (WCTR), Montreal, Canada

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams