Dr. Mahdi Sadeghi

Angestellt, Director ML/Data Operations and Architecture, diconium GmbH

Tübingen University, Deutschland

Fähigkeiten und Kenntnisse

Data Science
Maschinelles Lernen
Python
Probability theory
Linear Algebra
SVM
SVD
SAS-Software
C++
Visual Studio
ASP.NET
SQL
Big Data
Database
Data Analysis
Data Modelling
Neuroscience
Relational Databases
C
Java
python
Image processing
Computer vision
Neural Networks
Software Development
Software Engineering
Network Security
Mathematics
MatLab
Machine learning
Human Computer Interaction
Brain Machine Interface
Deep learning
Algorithm
Genetic algorithms
Bioinformatics
Data Cleaning
R programming language
Processing
Cluster
Classification
SQL Server
PostgreSQL
Microsoft Office
Linux
Mac OS
Artificial intelligence
Statistics
Simulink
scikit-learn
Pytorch
Tensorflow
Latex
Autoencoder
Unity 3D
Data Visualization
Microsoft Operating Systems
Azure
Microsoft Azure
Databricks
Terrraform
Apache Spark
Shell Scripting
Visual Studio Code
GitHub Actions
Azure Data Factory
Data Lake

Werdegang

Berufserfahrung von Mahdi Sadeghi

  • Bis heute 1 Jahr, seit Juni 2023

    Director ML/Data Operations and Architecture

    diconium GmbH
  • 2 Jahre und 4 Monate, März 2021 - Juni 2023

    Senior data specialist

    diconium GmbH
  • 3 Jahre und 7 Monate, März 2018 - Sep. 2021

    Doctoral Student

    Eberhard Karls Universität Tübingen

    PhD in Computer Science main project: action understanding based on novel neuro-computational principles (employing Artificial Neural Networks) Data Scientist

  • 10 Monate, Jan. 2018 - Okt. 2018

    Research Assistant

    Max Planck Institute for Biological Cybernetics

    Analysis of electrophysiology data + Extracting spatiotemporal information of mouse movements in accordance with electrophysiological experiment videos aiming to find out the corresponding brain activities. Employing computer vision approaches

  • 1 Jahr, Feb. 2017 - Jan. 2018

    Research Assistant

    Institute for Ophthalmic Research

    Mouse retinal ganglion cell classification (Clustering & Toolbox) using Machine Learning approaches

  • 9 Monate, Dez. 2015 - Aug. 2016

    Research Assistant

    Leibniz-Institut für Wissensmedien

    Programming of web-based applications training numerical abilities

  • 6 Monate, Mai 2015 - Okt. 2015

    Research Assistant

    Max Planck Institute for intelligent systems

    Developing Computational Methods for Automated Video/Audio Post-Processing

  • 10 Monate, Feb. 2014 - Nov. 2014

    Apprenticeship

    Continental

    Classifying Auto-Generated Reports (data mining)

  • 9 Monate, März 2013 - Nov. 2013

    Software Engineer

    Shams

    Design and implementation of web sites and web applications (ASP.net, MSSQL)

Ausbildung von Mahdi Sadeghi

  • 4 Jahre und 1 Monat, März 2018 - März 2022

    Machine learning, Computer Science

    Eberhard Karls Universität Tübingen

    Working on deep generative neural networks

  • 2 Jahre und 4 Monate, Okt. 2015 - Jan. 2018

    Computer Science

    Eberhard Karls Universität Tübingen

  • 4 Jahre und 3 Monate, Okt. 2009 - Dez. 2013

    Information technology

    Institute for Advanced Studies in Basic Sciences

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Fließend

  • Persian

    -

Interessen

Psychology
Philosophy
Piano
Willing to learn new things
Photography
Sport

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