Ahmed M. - Data Scientist

Germany

Experience

Apr 2024 - Apr 2025

1 year 1 month

Munich, Germany

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 and logistic regression, classification, etc.
Containerized ML models and data pipelines with Docker, orchestrated scalable training and inference workflows using Kubernetes.

Aug 2023 - Apr 2024

9 months

Stuttgart, Germany

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

Conducted in-depth analysis of available data and devised highly effective strategies to address company needs and requirements.
Managed and customized all ETL procedures according to 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 most current developments and advancements within the industry.

Apr 2018 - Sep 2018

6 months

Peshawar, Pakistan

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

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.