Dr. Babak Hosseini

Angestellt, Senior Data Scientist, SYNAXON AG
Kreuzlingen, Schweiz

Fähigkeiten und Kenntnisse

Machine learning
Data Science
Projektleiter
Optimization
Python
Data Analysis
C++
Mathematical Modeling
Intelligent Systems
Linux
Simulink
Latex
Motion analysis
Industrial Control
Robotics
Programming
Signal processing
Artificial intelligence
Computer Science
Visual C / C++
MatLab
Data Visualization
SQL
Embedded microcontroller
Pattern recognition
Control Systems
Apache Spark
Projektmanagement
Künstliche Intelligenz
Analytics
Data Mining
Entwurf
Big Data
Data Analytics
Cluster-Computing
Cloud Computing
Microsoft Azure
Google Cloud
Spark
Hadoop
Business Intelligence
GitLab
Continuous Integration
Docker
Project Management
Information technology
Large Language Models
RAG
LangChain
Artificial Intelligence

Werdegang

Berufserfahrung von Babak Hosseini

  • Bis heute 3 Jahre und 11 Monate, seit Aug. 2021

    Senior Data Scientist

    SYNAXON AG

    - 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.

  • 4 Monate, Juni 2019 - Sep. 2019

    Data Scientist

    SYNAXON AG

    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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