Senior Lead Data Scientist
- Verfügbarkeit einsehen
- 0 Referenzen
- 85‐95€/Stunde
- 70435 Stuttgart
- auf Anfrage
- fa | en | de
- 15.05.2021
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
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
Big Data, Data Mining, Predictive Analytics, Keras, Tensorflow, Python
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
Big Data, Data Mining, Predictive Analytics, Neuronale Netze, Python
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
Geowissenschaft, Big Data, Data Mining, Predictive Analytics, Simulink
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
Big Data, Data Mining, Predictive Analytics, Datenbankentwicklung
Zertifikate
Ausbildung
Eberhard-Karls-University of Tübingen
Islamic Azad University Branch of Zanjan, Iran
Shahid Bahonar Technical and Vocational University
Über mich
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
Persönliche Daten
- Englisch (Fließend)
- Deutsch (Gut)
- Persisch (Muttersprache)
- Europäische Union
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