Youcef Remil
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Youcef Remil Email & Phone Number

Data Science Manager at Infologic
Location: Lyon, Auvergne-rhône-alpes, France 6 work roles 4 schools
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Current company
Infologic
Role
Data Science Manager
Location
Lyon, Auvergne-rhône-alpes, France
Company size
268 employees

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Youcef Remil is listed as Data Science Manager at Infologic, a with 268 employees, based in Lyon, Auvergne-rhône-alpes, France. AeroLeads shows a matched LinkedIn profile for Youcef Remil.

Youcef Remil previously worked as Senior Data Scientist at Infologic and Data Sciencist | AI/SE Researcher at Infologic. Youcef Remil holds Doctor Of Philosophy - Phd, Data Science from Insa Lyon - Institut National Des Sciences Appliquées De Lyon.

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Infologic

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About Youcef Remil

I earned my Ph.D. in Data Science from INSA Lyon, conducted in collaboration with Infologic company. My doctoral research was centered on developing scalable, effective, and explainable AIOps solutions (Artificial Intelligence for Operating Systems), with a special focus on software maintenance. This work spanned Deep Learning and Data Mining, with applications in Software Engineering (AI for SE).Throughout my doctoral journey, I successfully proposed, developed, and implemented a suite of theoretical contributions relevant to the industrial context, aimed at overcoming the challenges of deploying research methods in production environments. My work has received recognition through publications in prestigious conferences and journals across both the AI and SE fields, including ASE, ESEC-FSE, ICSE, TOSEM, ICDM (core A*), and DSAA (core A).My interests span comprehending, processing, analyzing, and extracting valuable insights from diverse and complex datasets, with a particular inclination towards natural language processing and time series analysis. Moreover, I am driven by a passion for resolving intricate challenges, which extends optimization algorithms, data mining challenges, and mathematical problem-solving techniques.For further discussion or inquiries, please reach out to me at: youcef.remil.cs@gmail.com.

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Youcef Remil's current company

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Infologic
Infologic
Data Science Manager
Lyon, FR
Website
infologic.fr
Employees
268
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6 roles

Youcef Remil work experience

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Senior Data Scientist

Current
Infologic

Lyon, Auvergne-Rhône-Alpes, France

Nov 2023 - Present

Data Sciencist | Ai/Se Researcher

Infologic

Lyon, Auvergne-Rhône-Alpes, France

- Conducting my CIFRE thesis project to study, compare and organize cutting-edge solutions within the emerging field of AIOps.- Publishing research work in prestigious conferences and journals in Machine Learning and Software Engineering fields: ASE (Core A*), ESEC-FSE (Core A*), ICSE (Core A*), TOSEM (Core A*), DSAA (Core A), ICDMW (AIOps Workshop), EGC (National Conf).- Crafting tools for the diagnosis of common software maintenance issues, notably Java memory errors, SQL query performance problems, Bug search similarity, and Incident Triage using pattern mining methods, NLP techniques, Hashing foundations, and Explainable AI approaches.- Participation in the establishment of an AIOps and MLOps infrastructure responsible for monitoring thousands of computer servers in IT environments.

Nov 2020 - Oct 2023

Research Intern

Liris

Lyon, Auvergne-Rhône-Alpes, France

- Conducting my graduation project which involved an exploration and implementation of eXplainable Artificial Intelligence (XAI) methodologies.- Reviewing the state-of-the-art to categorize XAI techniques.- Proposing a novel approach that integrates Exceptional Model Mining with the recognized LIME method to deliver interpretable summaries of contextualized subgroups of predictions.- Implementing and testing the designed approach against relevant baselines.- Publishing the approach at DSAA 2021 conference (Core A).

Jan 2020 - Jul 2020

Engineer Intern

Algérie Télécom

Algeria

- Conducting a study on Next-Generation Networks (NGN).- Facilitating the migration to RMS Networks utilizing IP/MPLS technology.

Aug 2018 - Oct 2018
Team & coworkers

Colleagues at Infologic

Other employees you can reach at infologic.fr. View company contacts for 268 employees →

LE Louise Eysseric Louise Eysseric Colleague at InfologicGreater Lyon Area, France View → IP Irina-Georgiana Popa Irina-Georgiana Popa Colleague at InfologicNamur Metropolitan Area, Belgium View → TG Thomas Godard Thomas Godard Colleague at InfologicTournon, Auvergne-Rhône-Alpes, France View → AR Anthony Revollon Anthony Revollon Colleague at InfologicGreater Lyon Area, France View → HB Henri Baguenier Desormeaux Henri Baguenier Desormeaux Colleague at InfologicFrance View → IB Isabelle Brocal Isabelle Brocal Colleague at InfologicValence, Auvergne-Rhône-Alpes, France View → TB Théo Burdin Théo Burdin Colleague at InfologicToulouse, Occitanie, France View → OD Olivier Duchamp Olivier Duchamp Colleague at InfologicGreater Avignon Area, France View → OR Oscar Rivas Oscar Rivas Colleague at InfologicSan Salvador, El Salvador View → VO Victor Olagnon Victor Olagnon Colleague at InfologicGreater Lyon Area, France View →
4 education records

Youcef Remil education

Mathematics

Higher National School Of Mathematics

Distinctions: Baccalaureate Mark 18.31/20 being the 18-th on the national scale

FAQ

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What company does Youcef Remil work for?

Youcef Remil works for Infologic.

What is Youcef Remil's role at Infologic?

Youcef Remil is listed as Data Science Manager at Infologic.

Where is Youcef Remil based?

Youcef Remil is based in Lyon, Auvergne-rhône-alpes, France while working with Infologic.

What companies has Youcef Remil worked for?

Youcef Remil has worked for Infologic, Insa Lyon - Institut National Des Sciences Appliquées De Lyon, Liris, and Algérie Télécom.

Who are Youcef Remil's colleagues at Infologic?

Youcef Remil's colleagues at Infologic include Louise Eysseric, Irina-Georgiana Popa, Thomas Godard, Anthony Revollon, and Henri Baguenier Desormeaux.

How can I contact Youcef Remil?

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What schools did Youcef Remil attend?

Youcef Remil holds Doctor Of Philosophy - Phd, Data Science from Insa Lyon - Institut National Des Sciences Appliquées De Lyon.

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