
Dr. Babak Hosseini
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Babak Hosseini
- Implementing GenAI applications for CRM data retrieval, customer call summarization, email, and ticket generation, and internal chatbots using cutting-edge pipelines. - Developing and training a multi-functional ML and data analytics team. - Leading key e-commerce projects (e.g., customer analysis, recommendation systems, partner cancellations) and other business-driven initiatives. - Collaborating with various departments to ensure seamless integration of data science initiatives into business operations
- 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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