01.07.2024 aktualisiert
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PhD Computer Science, IT Project Manager, Data Scientist
Düsseldorf, Deutschland
Weltweit
PhD in Computer ScienceSkills
IT ProjektmanagementData Scientist Machine learningdata analytics & machine learning Unsupervised machine learningMachine Learning, Data, Python, relationale DatenbMachine Learning Deep LearningComputer VisionNLPdata scienceBusiness AnalystCybersicherheitcybersecurityIT Project Managertechnical project manager
SKILLS:
Project Management Processes: Classic, Software Development Life Cycle (SDLC), Agile
Programming Languages: Python, C++, Java, SQL
Python libraries: Scikit-learn, Pandas, Numpy, Seaborn, MatplotLib, TensorFlow, Keras, NLTK, Spacy
Machine learning Models: Linear and Logistic Regression, Regularization Techniques, Decision Trees, , Ensemble
Techniques, Bagging, Random Forest, Boosting, XGBoost, Classification, Clustering, K-Nearest Neighbors (KNN),
Principal Component Analysis (PCA), Pipeline, Deep Learning, Computer Vision, Artificial/Convolution Neural
Network (ANN/CNN), Natural Language Processing (NLP).
Tools: Latex, MS-Office, Jira, Confluence, HP-QC, DCO/DCC (Differentiation Tools)
Mathematical Libraries: Numerical Algorithm Group (NAG), GNU Scientific Library (GSL)
Amazon Web Services Technologies (AWS): S3, Amazon SageMaker, Cloud Watch, EC2, Data Wrangler
Familiar with: Docker, Flask, Hadoop, Tableau, Google Cloud Platform (GCP)
Languages: Persian: Native | German: Excellent | English: Excellent | French: Limited
Project Management Processes: Classic, Software Development Life Cycle (SDLC), Agile
Programming Languages: Python, C++, Java, SQL
Python libraries: Scikit-learn, Pandas, Numpy, Seaborn, MatplotLib, TensorFlow, Keras, NLTK, Spacy
Machine learning Models: Linear and Logistic Regression, Regularization Techniques, Decision Trees, , Ensemble
Techniques, Bagging, Random Forest, Boosting, XGBoost, Classification, Clustering, K-Nearest Neighbors (KNN),
Principal Component Analysis (PCA), Pipeline, Deep Learning, Computer Vision, Artificial/Convolution Neural
Network (ANN/CNN), Natural Language Processing (NLP).
Tools: Latex, MS-Office, Jira, Confluence, HP-QC, DCO/DCC (Differentiation Tools)
Mathematical Libraries: Numerical Algorithm Group (NAG), GNU Scientific Library (GSL)
Amazon Web Services Technologies (AWS): S3, Amazon SageMaker, Cloud Watch, EC2, Data Wrangler
Familiar with: Docker, Flask, Hadoop, Tableau, Google Cloud Platform (GCP)
Languages: Persian: Native | German: Excellent | English: Excellent | French: Limited
Sprachen
DeutschverhandlungssicherEnglischverhandlungssicherPersischMuttersprache
Projekthistorie
• Modernizing IT infrastructure in e-commerce online shop
• Data demigration for a large cooperative bank from a cooperative data center
• Requirement analysis/ process analysis/ planning and creation of IT concepts
• Data demigration for a large cooperative bank from a cooperative data center
• Requirement analysis/ process analysis/ planning and creation of IT concepts
• Technical lead of frontend team, Communication with stakeholders
• Technical Project Manager, Coordination of several IT teams
• Technical Project Manager, Coordination of several IT teams
• Research and development: Programming with C++ and Java
• Application of automatic differentiation tools (DCO/DCC) and numerical libraries (NAG, GSL)
• Application of automatic differentiation tools (DCO/DCC) and numerical libraries (NAG, GSL)