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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.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Manufacturing (1.5 years), Construction (1 year), Energy (1 year), Automotive (0.5 years), and Information Technology (0.5 years).

Manufacturing

Construction

Energy

Automotive

Information Technology

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Business Intelligence (3 years), Research and Development (1.5 years), Finance (1 year), Information Technology (1 year), and Product Development (0.5 years).

Business Intelligence

Research and Development

Finance

Information Technology

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

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)

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

What languages does Ahmed speak?

Ahmed speaks the following languages: Urdu (Native), English (Advanced), German (Elementary).

How many years of experience does Ahmed have?

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.

What roles would Ahmed be best suited for?

Based on recent experience, Ahmed would be well-suited for roles such as: Data Scientist, Data Analyst, Internship Data Engineer.

What is Ahmed's latest experience?

Ahmed's most recent position is Data Scientist at Fraunhofer Institute for Building Physics IBP.

What companies has Ahmed worked for in recent years?

In recent years, Ahmed has worked for Fraunhofer Institute for Building Physics IBP.

Which industries is Ahmed most experienced in?

Ahmed is most experienced in industries like Manufacturing, Construction, and Energy. Ahmed also has some experience in Automotive and Information Technology (IT).

Which business areas is Ahmed most experienced in?

Ahmed is most experienced in business areas like Business Intelligence, Research and Development (R&D), and Finance. Ahmed also has some experience in Information Technology (IT) and Product Development.

What is Ahmed's education?

Ahmed holds a Master in Media Technology from Technical University of Ilmenau and a Bachelor in Electrical Engineering (Electronics) from Air University.

Does Ahmed have any certificates?

Ahmed has 2 certificates. These include: AWS Training And Certification Cloud Practitioner and German Driving License (Class B).

What is the availability of Ahmed?

Ahmed is immediately available full-time for suitable projects.

What is the rate of Ahmed?

Ahmed's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.