AHMED MUSTAFA

Angestellt, Master thesis- Data Scientist, Fraunhofer-Institut für Bauphysik IBP
Bis 2025, M.Sc Media technology, Technical University of Ilmenau
Nuremberg, Deutschland

Fähigkeiten und Kenntnisse

google sheets
Python Programmierung
Tableau Software
HTML
SQL
Git
AWS
ETL
GitLab
Cloud Computing
Data visualisation
Microsoft Excel
Engineering
Linux
Database
Validation
Tableau
Big Data
Datenanalyse
Information Engineering
Data Warehouse
Analytics
Research and Development
Business Intelligence
Data Science
Machine Learning
Electrical Engineering
Computer Science
Deep learning
Microsoft Azure
Data Modeling
Media Technology
Dashboards
OpenCV
TensorFlow
PyTorch
Python programming
pandas
azure

Werdegang

Berufserfahrung von AHMED MUSTAFA

  • Bis heute 1 Jahr, seit Aug. 2024

    Master thesis- Data Scientist

    Fraunhofer-Institut für Bauphysik IBP

    • Utilized pose estimation frameworks for precise key-point detection. • Used transfer learning to adapt pre-trained deep learning models for different tasks and datasets, improving accuracy and reducing training time. • applied visualization techniques such as boxplots, scatter plots, and other graphical tools to identify trends, detect anomalies, and validate data accuracy. • Build Machine Learning Predictive models such as Linear / Logistic regression, classification etc.

  • Bis heute 1 Jahr und 11 Monate, seit Sep. 2023

    Research Assistant

    Fraunhofer-Institut für Bauphysik IBP

    • Performed FFT and one-third octave band analysis on audio data to assess acoustic characteristics. • Managed and processed audio and thermal sensor data from CANape software, ensuring accurate storage in a database. • Used deep learning models to analyze acoustic parameters from audio data, enhancing tasks such as sound quality assessment in a vehicle. • Developed graphical user interfaces (GUIs) in Python, focusing on user experience and functionality.

  • 11 Monate, Aug. 2019 - Juni 2020

    Data Analyst

    Horizon Paper & Board Mills (Pvt) Ltd

    • Conducting an in-depth analysis of the available data and devising highly effective strategies to address the specific needs and requirements of the company. • Manage and customize all ETL processes as per the requirement of data visualization. • End to end monthly reports, visuals preparation of sales, net profit, tax and liabilities etc. • Clean and process large data sets. • Stay up to date with the most current developments and advancements within the industry.

  • 6 Monate, Apr. 2018 - Sep. 2018

    Data Engineer

    ZRK Group Peshawar Particleboard Industries (Pvt) Limited

    • Developed and optimized ETL pipelines to ensure efficient data extraction, transformation, and loading from various sources.. • Executed DAX queries and SQL scripts to manipulate and validate data within Microsoft Excel and Power BI. • Assisted in database management, including indexing, partitioning, and tuning for optimized query execution.

  • 6 Monate, Apr. 2017 - Sep. 2017

    Data Engineer

    Comcept Pvt (Limited) Islamabad, Pakistan

    • Monitor and maintain data systems and infrastructure. • Collaborated with Data Scientists and Analysts by providing clean, structured, and high- quality datasets. • Worked with big data tools to preprocess, clean, and structure large datasets for analytics and reporting.

Ausbildung von AHMED MUSTAFA

  • 3 Jahre und 11 Monate, Apr. 2021 - Feb. 2025

    M.Sc Media technology

    Technical University of Ilmenau

  • 4 Jahre, Sep. 2015 - Aug. 2019

    Electrical engineering ( Electronics)

    Air University (AU)

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

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