Ahmed Mustafa-Data Scientist
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Experience
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.
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.
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.
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.
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.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Manufacturing, Construction, Energy, Automotive, and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Business Intelligence, Research and Development, Finance, Information Technology, and Product Development.
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
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
German Driving License (Class B)
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Ahmed speaks the following languages: Urdu (Native), English (Advanced), German (Elementary).
Ahmed has at least 4 years of experience. During this time, Ahmed has worked in at least 3 different roles and for 4 different companies. The average length of individual experience is 1 year and 9 months. Note that Ahmed may not have shared all experience and actually has more experience.
Based on recent experience, Ahmed would be well-suited for roles such as: Data Scientist, Data Analyst, Internship Data Engineer.
Ahmed's most recent position is Data Scientist at Fraunhofer Institute for Building Physics IBP.
In recent years, Ahmed has worked for Fraunhofer Institute for Building Physics IBP.
Ahmed is most experienced in industries like Manufacturing, Construction, and Energy. Ahmed also has some experience in Automotive and Information Technology.
Ahmed is most experienced in business areas like Business Intelligence, Research and Development, and Finance. Ahmed also has some experience in Information Technology and Product Development.
Ahmed holds a Master in Media Technology from Technical University of Ilmenau and a Bachelor in Electrical Engineering (Electronics) from Air University.
Ahmed has 2 certificates. These include: AWS Training And Certification Cloud Practitioner and German Driving License (Class B).
The availability of Ahmed needs to be confirmed.
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