freiberufler Senior Lead Data Scientist auf freelance.de

Senior Lead Data Scientist

offline
  • 85‐95€/Stunde
  • 70435 Stuttgart
  • auf Anfrage
  • fa  |  en  |  de
  • 15.05.2021

Kurzvorstellung

As a senior data scientist and Ph.D. with several years of experience in the development of big data, data science, and machine learning models (predictive analytics, clustering) from auto, finance, and environment industries, ready to support you.

Qualifikationen

  • Big Data12 J.
  • Data Mining12 J.
  • Data Science
  • Keras6 J.
  • Maschinelles Lernen
  • Microsoft SQL-Server (MS SQL)
  • Neuronale Netze2 J.
  • Predictive Analytics12 J.
  • Python8 J.
  • Random Forest
  • Tensorflow6 J.

Projekt‐ & Berufserfahrung

Senior Data Scientist (Festanstellung)
Big data and advanced analytics team, Daimler AG, Stuttgart
11/2018 – offen (6 Jahre, 1 Monat)
Automobilindustrie
Tätigkeitszeitraum

11/2018 – offen

Tätigkeitsbeschreibung

- Lead data scientist and developer of predictive maintenances, failure prediction, and root cause analysis projects based on machine learning for Daimler’s trucks
- Supporting implementation of big data platform based on Azure for Daimler
- Developing and implementation of machine learning and analytic products
- Supervising junior data scientists, internships, and master student’s theses based on machine learning topics
- Working in an agile team structure

Eingesetzte Qualifikationen

Big Data, Data Mining, Predictive Analytics, Keras, Tensorflow, Python

Senior Data Scientist (Festanstellung)
Big data and advanced analytics team, Daimler Fina, Stuttgart
11/2016 – 10/2018 (2 Jahre)
Finanzdienstleister
Tätigkeitszeitraum

11/2016 – 10/2018

Tätigkeitsbeschreibung

- Lead data scientist and developer of different customer behavior analysis use cases etc., customer retention, payment behavior, and lead conversion prediction models
- Successfully developing different use cases based on the machine learning algorithms (i.e. Neural Networks, Random Forest, Classification, Clustering, Feature Selection, etc.) for different countries
- Cooperating with different consultant and IT team to convert the use cases to product for different countries based on the R, Microsoft R services, or Shiny App
- Working in an agile team structure

Eingesetzte Qualifikationen

Big Data, Data Mining, Predictive Analytics, Neuronale Netze, Python

Research Associate
Data Integration and Parameter Estimation Group, D, Leipzig
7/2013 – 10/2016 (3 Jahre, 4 Monate)
Life Sciences
Tätigkeitszeitraum

7/2013 – 10/2016

Tätigkeitsbeschreibung

- Developer of probabilistic prediction models for predicting geotechnical target parameters with considering data uncertainty based on artificial neural networks
- Developing subjective and technical maps clustering model based on the different machine learning clustering algorithms and image processing
- Creating a prediction for soil moisture based on the artificial neural networks
- Member of IP Predictions group, sharing knowledge with team members about optimization, data mining, Machine learning, and their applications in environmental earth sciences

Eingesetzte Qualifikationen

Geowissenschaft, Big Data, Data Mining, Predictive Analytics, Simulink

Head of Department of Computer and Information Technology
Applied Science University, Culture and Art Kurdis, Sannandaj
7/2012 – 7/2013 (1 Jahr, 1 Monat)
IT & Entwicklung
Tätigkeitszeitraum

7/2012 – 7/2013

Tätigkeitsbeschreibung

- Managing different programs, lectures and courses in computer and IT sciences for bachelor level students
- Supervising the research group by focusing on data mining topics
- Supervising more than 30 bachelor thesis in computer and IT field of study

Eingesetzte Qualifikationen

Big Data, Data Mining, Predictive Analytics, Datenbankentwicklung

Zertifikate

Deep Learning with Kreas
2020
Spark and Python for Big Data with PySpark
2019
Python Dashboards with Plotly and Dash
2019

Ausbildung

Natural Sciences, Geosciences
Ph.D.
2017
Eberhard-Karls-University of Tübingen
Computer Science, Software Engineering
M.Sc.
2012
Islamic Azad University Branch of Zanjan, Iran
Computer Science, Software Engineering
B.A.
2008
Shahid Bahonar Technical and Vocational University

Über mich

Hello! I'm Abdul,
a senior lead data scientist and Ph.D. graduated from the faculty of Natural Science,  University Tuebingen. I have several years of experience in working with big data, data science, and AI models from international companies in Germany i.e., UFZ, Daimler Financial Services, and Daimler AG. During these years, I turned ideas to the trusted analytics products to support engineers, businesses, customers, and IT. I converted the traditional processes more intelligently based on big data and machine learning. My target is to analytics and AI in the daily life of the businesses to save time, money, and resources by supporting organizations and industries. 
I am ready to support you...

Weitere Kenntnisse

Python, R, Matlab, Data Science, Big Data, Machine Learning, Prediction Models, Clustering Models, Association Rule Mining, Project definition, Project Management, AB Testing, Neural Networks, Deep Learning, Keras, TensorFlow

Persönliche Daten

Sprache
  • Englisch (Fließend)
  • Deutsch (Gut)
  • Persisch (Muttersprache)
Reisebereitschaft
auf Anfrage
Arbeitserlaubnis
  • Europäische Union
Home-Office
bevorzugt
Profilaufrufe
2094
Alter
39
Berufserfahrung
16 Jahre und 10 Monate (seit 01/2008)
Projektleitung
4 Jahre

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