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Théo Dufort

data scientist

Peut se déplacer à Bordeaux

  • 44.8377
  • -0.5796
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Théo.
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Théo.

Localisation et déplacement

Localisation
Bordeaux, France
Peut travailler dans vos locaux à
  • Bordeaux et 50km autour

Préférences

Secteur d'activité
  • Biotechnologies
  • Centres de recherche
  • Education & e-learning
  • Energie
  • Environnement
+8 autres

Vérifications

  • E-mail vérifié

Langues

Catégories

Compétences (38)

Théo en quelques mots

Data scientist with 3 years of full-time employment and independent contracting experience. Currently based in Bordeaux and available for short term and/or long term projects, in Bordeaux, Paris or remotely.

Expériences

RMIT University

Education & e-learning

Data Scientist

Melbourne, Australia

novembre 2017 - mai 2020

••• Key projects •••
• Built comprehensive statistical model to anticipate student attrition, explain and prevent it
➢ From start to finish: Hypothesis matrix design, data collection, data exploration, features creation & selection, training and testing of multiple models, interpretation of results and distribution to stakeholders.
➢ Improved student retention, leading to $450k+ savings in first year of implementation of model
➢ Awarded with Shaping the World Award 2018
• Set up data pipelines between databases and cloud-based operating system, designed ETLs and created executive KPIs dashboard
• Ran exploratory analysis and audit in University databases; created summary graphs and reports to present analysis findings.
• Modelling of students’ enrolments flows using Markov Chains

••• Tools used •••
➢ R & Rstudio, Rmarkdown
➢ Python & Spyder, Jupyter markdown
➢ SQL & Oracle
➢ GitHub & GitHub Desktop
➢ DOMO
➢ MS Excel

Great Learning

Education & e-learning

Data Science Educator

Gurugram, Haryana, India

février 2019 - avril 2019

Produced series of educational videos for professionals looking to learn R & Rstudio. These tutorials are hosted by Great Learning, Indian leader in analytics e-learning programs.

Cogstate

Secteur médical

Data Scientist

Melbourne, Victoria, Australia

février 2017 - juin 2017

••• Key Project •••
• Aim to detect Alzheimer’s disease in patients using data from One Card Learning memory test.
➢ Study context of analysis, data cleaning & exploration, test hypotheses on behavourial patterns, features creation and selection, training and testing of multiple statistical models, present project and results to stakeholders & academic experts
➢ Improved accuracy by 20% as compared to previous models

••• Tools used •••
➢ R & Rstudio, Rmarkdown,
➢ Powerpoint, Excel

Recommandations externes

Consultez les recommandations qu'a reçues Théo

Formations

Certifications