Dr. Julien Hernandez Lallement
Bis 2019, Data Scientist, Netherlands Institute for Neuroscience
Freiburg, Deutschland
Werdegang
Berufserfahrung von Julien Hernandez Lallement
Principal scientist in computational biology
I implement data pipes to extract & clean data flow in on a daily basis. I perform predictive analysis using machine learning (Keras, SciKit Learn, TensorFlow) to personalize content in marketing communication. Dev: Juypter; Prod: PyCharm & Google Cloud (AI Hub tool). I provide periodic dashboards using Tableau software. Current projects involve CLV, customer segmentation, product recommendation, etc... I manage my projects using Kanban, coupled with PMP methodolody when possible.
3 Jahre und 2 Monate, Aug. 2016 - Sep. 2019
Data Scientist
Netherlands Institute for Neuroscience
Performed descriptive and predictive data science in the field of neuroscience. Established data pipes for extraction, analysis and munging using MatLab & Python (Jupyter Notebooks w/ numpy, pandas, seaborn, matplotlib; IDE: PyCharm), and SPSS and R for statistics (mainly using dplyr & ggplot). I had interest in Bayesian models (mainly using RStudio/RStan) and useed JASP for Bayesian statistical analysis.
1 Jahr und 10 Monate, Juli 2017 - Apr. 2019
Scientific Board Representative
Netherlands Institute for Neuroscience
My role involved to 1) work together with the Human Ressource (HR) department to organize team building and career promoting events, 2) meet with the board of directors of the institute to provide feedback on the current situation, 3) inquire the needs of the scientists in the institute and organize scientific talks that fit their need.
4 Jahre und 6 Monate, Okt. 2011 - März 2016
Doctorate in Neuroscience
Heinrich-Heine-Universität DüsseldorfThe objective of my PhD thesis was to investigate the underlying neural bases of such decisions using translational studies, comparative psychology and neuroscience. I directed several projects, and managed communication, stakeholder,schedule, procurements, as well as quality during the monitoring process. I was heavily involved in analysis of behavioral data using MatLab and SPSS. I developed Pascal-based scripts to control research tools required for the projects
9 Monate, Okt. 2010 - Juni 2011
Research Analyst
Life & Brain
6 Monate, Jan. 2010 - Juni 2010
Research Analyst
INSERM
In Lyon, I specialized in behavioral training on monkeys and analysis of electrophysiological signals recorded during cognitive tasks. Particularly, I was interested in understanding the modification on cortico-cortical connectivity in the monkey brain during problem solving.
Ausbildung von Julien Hernandez Lallement
11 Monate, Sep. 2009 - Juli 2010
Neuroscience
Université Bordeaux II
11 Monate, Sep. 2008 - Juli 2009
Neuropsychobiology
Università degli Studi di Cagliari
2 Jahre und 10 Monate, Sep. 2005 - Juni 2008
Cellulare Biology & Physiology
Université de Bordeaux I
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