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Fallou
Tall
Lead Data Engineer - Azure, Databricks and Google Cloud Certified
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Experiences
Data Scientist: Optimization of supercomputer energy consumption by artificial intelligence
Bull - France
April 2017 to January 2018
Literature review of job scheduling algorithms
Extract Slurm log history from MySQL with Pandas
Explore then prepare data for modeling with Pandas
Develop a clustering model of applications that run on the system by machine learning with Scikit-Learn
Develop a supercomputer user classification model by machine learning with Scikit-Learn
Deploy models as REST APIs
Develop an energy-efficient job scheduling algorithm in Python based on the prediction of the resource consumption of jobs and their owners
Stack: Anaconda, MySQL, Python, Scikit-Learn