Ahmed Mustafa - Data Scientist

Germany

Experience

Apr 2024 - Apr 2025

1 year 1 month

Munich, Germany

Data Scientist

Fraunhofer Institute for Building Physics IBP

Applied pose estimation frameworks on thermal images using infrared cameras to enhance temperature analysis and thermal comfort evaluation.
Performed CFD simulations to analyze and visualize airflow and temperature distribution in enclosed spaces, providing data-driven insights for improving HVAC system efficiency.
Used transfer learning to adapt pre-trained deep learning models for different tasks and datasets, improving accuracy and reducing training time.
Handled large datasets and applied visualization techniques such as boxplots, scatter plots, and other graphical tools to identify trends, detect anomalies, and validate data accuracy.
Built machine learning predictive models such as linear regression, logistic regression, and classification models.
Containerized ML models and data pipelines with Docker and orchestrated scalable training and inference workflows using Kubernetes.

Aug 2023 - Apr 2024

9 months

Stuttgart, Germany

Data Scientist

Fraunhofer Institute for Building Physics 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.
Developed a Python-based signal processing pipeline to replicate functionalities of HEAD acoustics software, enabling cost-efficient and flexible acoustic analysis.
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 in Python, focusing on user experience and functionality.
Achieved synchronization of diagrams within the GUI to ensure real-time data representation.

Aug 2019 - Sep 2020

1 year 2 months

Islamabad, Pakistan

Data Analyst

Horizon Paper & Board Mills (Pvt) Ltd

Conducted in-depth analysis of available data and devised effective strategies to address the specific needs and requirements of the company.
Managed and customized ETL procedures according to the specific demands of data visualization.
Prepared end-to-end monthly reports and visuals of sales, net profit, tax, and liabilities.
Stayed up to date with the latest developments and advancements within the industry.

Apr 2018 - Sep 2018

6 months

Peshawar, Pakistan

Internship Data Engineer

ZRK Group - MDF & Particleboard

Developed and optimized ETL pipelines to ensure efficient data extraction, transformation, and loading.
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.

Apr 2017 - Sep 2017

6 months

Islamabad, Pakistan

Internship Data Engineer

Comcept Private Limited

Monitored and maintained data systems and infrastructure to ensure reliable data flow and system performance.
Collaborated with data scientists and analysts to preprocess, clean, and structure large datasets using big data tools.

Skills

Programming Languages: Python, C++, Sql, Html, Css.
Technologies: Tableau, Power Bi, Sql Server, Jupyter Notebook, Zapier, Databricks, Gitlab, Microsoft Azure, Aws, Ci/cd, Docker/kubernetes, Terraform, Spark, Imagej, Pix Connect, Sap, Gpt, Restapi.
Software-packages: Opencv, Opengl, Pandas / Polars, Numpy, Matplotlib / Bokeh, Scipy, Pydeck, Keras, Tensorflow, Pylint, Pytest, Xgboost, Tkinter, Pyqt, Pyfar, Hugging Face Transformers, Rag, Ocr, Llms, Langchain.
Platform: Linux, Windows.
Hardware: Arduino, Raspberry Pi, Avr Microcontroller.

Languages

Urdu

Native

English

Advanced

German

Elementary

Education

Apr 2021 - Feb 2025

Technical University of Ilmenau

Master’s in Media Technology · Media Technology · Ilmenau, Germany

Sep 2015 - Sep 2019

Air University

Bachelor’s in Electrical Engineering (Electronics) · Electrical Engineering (Electronics) · Islamabad, Pakistan

Certifications & licenses

AWS Training And Certification Cloud Practitioner

German Driving License (Class B)

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Experience

Data Scientist

Fraunhofer Institute for Building Physics IBP

Data Scientist

Fraunhofer Institute for Building Physics IBP

Data Analyst

Horizon Paper & Board Mills (Pvt) Ltd

Internship Data Engineer

ZRK Group - MDF & Particleboard

Internship Data Engineer

Comcept Private Limited

Skills

Languages

Education

Technical University of Ilmenau

Master’s in Media Technology · Media Technology · Ilmenau, Germany

Air University

Bachelor’s in Electrical Engineering (Electronics) · Electrical Engineering (Electronics) · Islamabad, Pakistan

Certifications & licenses

AWS Training And Certification Cloud Practitioner

German Driving License (Class B)

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