Muhammad Abdullah

Angestellt, Researcher in Data Science and Machine Learning, Fraunhofer-Gesellschaft

Berlin, Deutschland

Fähigkeiten und Kenntnisse

Postman
Audit
PostgreSQL
Jupyter
Docker
PowerPoint
Incident Management
Confluence
PyTorch
Cloud Computing
Kubernetes
Trello
MS Office
Jira
ETL
Microsoft Word
Microsoft Excel
Matplotlib
Data Quality
GitHub
MS Dynamics
NumPy
Dashboards
GitLab
JavaScript
Data Pipeline
DBT
workflows
Data Warehouse
Business Analytics
Visual Studio
MatLab
scikit-learn
SQL
Data Science
Machine Learning
ETL (Extract, transform, load)
Data Analysis
Data Modelling
Business Intelligence
Big Data
Natural Language Processing
TensorFlow
Python pandas
Keras
Tableau Software
Data visualisation
Microsoft Power BI
Python
Git
MySQL
Data Preparation
Statistical Analysis
BI Reporting
Data Analysis Expressions (DAX)
Business need
NoSQL
Snowflake
Data Management
Amazon Web Services (AWS)
Microsoft Azure
Atlassian Jira
Decision Making

Werdegang

Berufserfahrung von Muhammad Abdullah

  • Bis heute 1 Jahr und 9 Monate, seit Sep. 2022

    Researcher in Data Science and Machine Learning

    Fraunhofer-Gesellschaft

    Data Science • Conducted comprehensive analysis and pre-processing of data • Employed statistical analysis methods to identify trends, patterns, correlations in data and valuable insights crucial for informed decision making and strategic planning Machine Learning • Development and implementation of new methods for benchmarking AI models in the field of Health. • Played a role in implementing an AI validation platform designed to evaluate machine learning models based on various metrics.

  • 1 Jahr, Sep. 2021 - Aug. 2022

    Power BI Expert

    KAISERSTADT CONSULTING

    Data Analysis and Visualization • Acquired and processed diverse datasets using advanced techniques for data preparation, cleaning, and statistical analysis to extract insights, identify trends, and facilitate data-driven decision-making. • Created interactive dashboards and designed engaging data visualizations, incorporating complex KPIs • Employed M Query, DAX, and Python scripts within Power BI to extract and analyze data, generating actionable insights

  • 1 Jahr, Sep. 2021 - Aug. 2022

    Working Student

    Fraunhofer-Gesellschaft

    Data Science • Utilized advanced techniques to acquire and process diverse datasets, ensuring accuracy through thorough data preparation, cleaning and conducting statistical analysis to unveil insights crucial for data-driven decision-making. Machine Learning • Partnered with aiaudit.org in machine learning research, regulation, and software development to foster dependable AI technology. • Contributed to the implementation of the Al4H Audit platform utilizing AWS infrastructure.

  • 3 Jahre und 3 Monate, Dez. 2016 - Feb. 2020

    Analyst Software Engineer

    Afiniti

    • Collaborated with AI, Data, and Business Analytics teams to analyze client data for actionable insights. • Employed advanced data analysis techniques to predict future trends and support data-driven decisions. • Created detailed executive reports analyzing call and agent data to improve client satisfaction and business results. • Used SQL/MySQL for data querying from various databases, ensuring data accuracy and issue resolution. • Assisted in client deployments and created documentation and SOPs

Ausbildung von Muhammad Abdullah

  • 2 Jahre und 1 Monat, Apr. 2020 - Apr. 2022

    Data Science

    RWTH Aachen University

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

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