Dr. Babak Hosseini
Angestellt, Senior Data Scientist, SYNAXON AG
Kreuzlingen, Schweiz
Über mich
"Senior Data Scientist at Germany's leading IT e-commerce firm, specializing in driving data-driven innovations and strategies. My expertise in machine learning and data analytics pairs with my role in leading and mentoring a dynamic team and collaborating across various departments. Key Contributions: - Machine Learning: Leading price optimization, recommendation systems, and churn analysis projects. - Cloud Expertise: Managing scalable data platforms on AWS and GCP. Leadership & Mentorship: Fostering innovation and learning in my team. - Agile Management: Utilizing MLOps for efficient project delivery. - Business Insights: Converting complex queries into actionable, data-driven strategies and dashboards."
Werdegang
Berufserfahrung von Babak Hosseini
- Team Leadership of a team of junior data scientists with a focus on innovative solutions in machine learning and data analytics. - Project Management: crucial projects in price optimization, recommendation systems, and customer churn analysis. - Technical Expertise: advanced data and analytics frameworks on AWS and GCP. - Innovation: MLOps methodologies for streamlined project delivery. - Stakeholder Engagement: translating complex business questions into actionable, data-driven insights and strategies.
1 Jahr und 10 Monate, Okt. 2019 - Juli 2021
Senior Researcher (Data Science)
TU Dortmund University
Designing and implementing advanced machine learning algorithms on specialized embedded devices.
Responsible for: - Designing a flexible data annotation pipeline - Performing proof of concept for data mining ideas - Designing a data driven framework for classification of fault priorities. - Analyzing and augmenting different SQL / noSQL databases for data mining tasks
5 Jahre, Juni 2014 - Mai 2019
Research Associate
Bielefeld University-CITEC
PhD project: Semantic analysis of motion data. Responsible teaching assistant for the following courses: Introduction to Machine Learning, Modern Data Analysis, Machine Learning on Web
4 Jahre und 3 Monate, Feb. 2010 - Apr. 2014
Robotics Engineer
Iran Khodro
Control and maintenance of the software and hardware related to different Industrial robotic modules.
9 Monate, Sep. 2008 - Mai 2009
Teaching Assistant
University of Tehran
Teaching assistant for academic courses: Adaptive Control, and Machine Learning
1 Jahr und 6 Monate, Dez. 2004 - Mai 2006
Control Systems Engineer
Tolue Engineering Co.
Software Developer. Control Engineer. Project: Optimization of the pressure and temperature control of an Autoclave Sterilizer device which was used in a pharmaceutical company.
1 Jahr und 8 Monate, Okt. 2002 - Mai 2004
Electrical Engineer
Nasr Industrial Co.
Ausbildung von Babak Hosseini
7 Jahre und 1 Monat, Juni 2014 - Juni 2021
Intelligent Systems
Universität Bielefeld / CITEC Exzellenzcluster
Machine Learning, Data Analysis, Optimization, Deep Learning, Motion Data.
3 Jahre, Sep. 2006 - Aug. 2009
Kontrolltheorie (Control Engineering)
University of Tehran
Advanced Control Systems, Intelligent Control, Machine Learning, Robotics
5 Jahre, Sep. 2001 - Aug. 2006
Kontrolltheorie (Control Engineering)
K.N.Toosi University of Technology
Control Theory, Modern Control, Industrial Control, Adaptive Control, Optimal Control, PLC automation.
Sprachen
Deutsch
Grundlagen
Englisch
Fließend
Persian
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