Sofien Fejji
Data Scientist | Business Intelligence - Consultant at Target Reply DE- Claim this Profile
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Arabe Native or bilingual proficiency
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Français Native or bilingual proficiency
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Anglais Full professional proficiency
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Allemand Full professional proficiency
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Espagnol Elementary proficiency
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Italian Elementary proficiency
Topline Score
Bio
Credentials
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Certified Data Vault 2.0 Practitioner
Data Vault AllianceSep, 2021- Sep, 2024 -
Exasol Certified Associate
ExasolFeb, 2021- Sep, 2024 -
Exasol Certified Performance Expert
ExasolFeb, 2021- Sep, 2024 -
Professional Scrum Master
Scrum.orgFeb, 2021- Sep, 2024 -
Data Science Foundations: Fundamentals
LinkedInJul, 2019- Sep, 2024 -
MicroStrategy Certified Database Architect (DBA)
MicroStrategyApr, 2020- Sep, 2024 -
SnowPro Core Certification
SnowflakeApr, 2021- Sep, 2024 -
MicroStrategy Certified Analytics Architect (ANA)
MicroStrategyMar, 2020- Sep, 2024 -
MicroStrategy Certified Architect (MCA)
MicroStrategyMar, 2020- Sep, 2024 -
MicroStrategy Certified Data Scientist (SCI)
MicroStrategyMar, 2020- Sep, 2024 -
MicroStrategy Certified Developer (DVL)
MicroStrategyMar, 2020- Sep, 2024 -
MicroStrategy Certified Analyst (ANL)
MicroStrategyFeb, 2020- Sep, 2024
Experience
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Target Reply DE
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Germany
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IT Services and IT Consulting
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1 - 100 Employee
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Data Scientist | Business Intelligence - Consultant
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Jan 2020 - Present
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BMW Group
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Germany
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Motor Vehicle Manufacturing
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700 & Above Employee
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Master's thesis
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Nov 2018 - May 2019
Topic: Soft-real-time Detection of Driving Style Based on In-vehicle Sensors with Deep Neural Networks- Preprocessed and analyzed time series data- Designed and implemented an artificial neural network for aggressive driving recognition- Deployed the model for soft-real-time prediction- Built driver profiles and evaluated model performance Topic: Soft-real-time Detection of Driving Style Based on In-vehicle Sensors with Deep Neural Networks- Preprocessed and analyzed time series data- Designed and implemented an artificial neural network for aggressive driving recognition- Deployed the model for soft-real-time prediction- Built driver profiles and evaluated model performance
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Infineon Technologies
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Germany
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Semiconductor Manufacturing
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700 & Above Employee
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Internship : Developing the Next Generation of Tire-Pressure-Monitoring- System (TPMS)
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Dec 2017 - May 2018
Application & System Engineering- Collected requirements for a tire pressure sensor development board with current measurement and low frequency (LF) signal generation functions- Developed and constructed boards according to the collected requirements- Verified the design of the boards by simulation and measurement Application & System Engineering- Collected requirements for a tire pressure sensor development board with current measurement and low frequency (LF) signal generation functions- Developed and constructed boards according to the collected requirements- Verified the design of the boards by simulation and measurement
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Working Student
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Apr 2017 - Sep 2017
PMO Microcontroller - Automotive- Created quantitative reports of MC failure analysis (FMEDA)- Supported in project milestone process- Enhanced the existing MC projects guidance tools PMO Microcontroller - Automotive- Created quantitative reports of MC failure analysis (FMEDA)- Supported in project milestone process- Enhanced the existing MC projects guidance tools
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Working Student
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Mar 2016 - Feb 2017
Supply Chain Management - Automotive- Was responsible for the worldwide sample warehouse- Analyzed the stock in the sample warehouses on quality and technical status- Initiated the scrapping process- Created and updated data sets in the corresponding software tools- Communicated with the international sales, marketing and development team to ensure timely and efficient customer sampling Supply Chain Management - Automotive- Was responsible for the worldwide sample warehouse- Analyzed the stock in the sample warehouses on quality and technical status- Initiated the scrapping process- Created and updated data sets in the corresponding software tools- Communicated with the international sales, marketing and development team to ensure timely and efficient customer sampling
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Technische Universität München
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Germany
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Higher Education
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Bachelor Thesis
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Apr 2016 - Aug 2016
Part of an autonomous vehicle development projectTopic: Synchronization of Path-detection Sensors for Radar-based Environment Recognition in the Automotive Fields- Achieved a real-time movement tracking of a laboratory trolley - Integrated and implemented the sensors with Arduino and Matlab-simulink- Synchronized the sensors using a designed Graphical-User-Interface Part of an autonomous vehicle development projectTopic: Synchronization of Path-detection Sensors for Radar-based Environment Recognition in the Automotive Fields- Achieved a real-time movement tracking of a laboratory trolley - Integrated and implemented the sensors with Arduino and Matlab-simulink- Synchronized the sensors using a designed Graphical-User-Interface
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Internship
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Oct 2015 - Dec 2015
- Designing and simulating of electronic circuit- Microcontroller programming - Designing and simulating of electronic circuit- Microcontroller programming
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Internship- Project eCARus 2.0
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Mar 2015 - Apr 2015
Build & Develop an Electric Vehicle- Design and development some of the vehicle parts on the tech stand- Vehicle wire harness drawing. All with the 3D-CAD software Autodesk Inventor Build & Develop an Electric Vehicle- Design and development some of the vehicle parts on the tech stand- Vehicle wire harness drawing. All with the 3D-CAD software Autodesk Inventor
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Education
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2016 - 2018
Technical University Munich
Cand. Master Electrical Engineering & Information Technology -
2017 - 2017
MINES ParisTech
Exchange Program Athens, Course Topic: Geointelligence for Natural Resource Evaluation and Sustainable Management -
2013 - 2016
Technical University Munich
Bachelor of Science (B.Sc.), Electrical Engineering and Information Technology -
2015 - 2015
Instituto Superior Técnico
ATHENS Exchange Program, Visual Analytics – an agile software development project -
2012 - 2013
F+U Academy of Languages Heidelberg
DSH (German-language University access), German Courses
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