Sadia K.
Working Student - Data Engineering
Experience
Aug 2024 - Mar 2025
8 monthsHamburg, Germany
Working Student - Data Engineering
Varengold Bank
- Automated manual regulatory reporting processes using Python, streamlining data workflows and reducing overhead.
- Extracted and cleaned unstructured and structured data (including JSON) using Python (pandas), enhancing data accessibility and audit readiness.
- Supported ad-hoc data requests by building custom SQL queries and transforming data using PowerQuery.
Nov 2023 - Mar 2024
5 monthsHamburg, Germany
Project Intern - Machine Learning
Deutsche Giganetz
- Processed geospatial data using Python and MATLAB, improving AI-driven segmentation models.
- Conducted data preprocessing and feature engineering to enhance machine learning model accuracy.
Dec 2017 - Aug 2022
4 years 9 monthsIslamabad, Pakistan
Research Assistant
Pakistan Institute of Nuclear Science and Technology
- Collected, cleaned, and analyzed structured data to identify trends, improve data quality, and generate actionable insights supporting cross-functional collaboration and reporting.
- Built automated image classification workflows using supervised machine learning in Python, including dataset preparation, feature extraction, and result validation.
- Performed data analysis to support classification tasks, including preprocessing, segmentation, and performance evaluation of image-based models.
Nov 2015 - Oct 2017
2 yearsIslamabad, Pakistan
Research Assistant
Pakistan Institute of Engineering and Applied Sciences
- Conducted data analysis and processing to support reactor modeling research, including simulation output evaluation and results visualization.
- Supported university-level administrative workflows, including documentation, academic coordination, and exam logistics.
- Assisted in teaching undergraduate engineering courses by preparing materials, conducting tutorials, and helping students during lab sessions and evaluations.
Aug 2014 - Jul 2015
1 yearIslamabad, Pakistan
Teaching Assistant
National University of Sciences and Technology
- Taught undergraduate Mathematics courses at NUST, delivering lectures and supporting student learning through tutorials and assessments.
Summary
Applied mathematician with expertise in computational modeling, numerical analysis, and data-driven problem solving.
Experienced in developing Python-based models using NumPy, SciPy, and SymPy.
Research background includes numerical simulations, mathematical modeling, and ML-based image reconstruction.
Motivated to contribute to advancing AI models' reasoning and mathematical problem-solving capabilities.
Languages
Urdu
NativeEnglish
AdvancedGerman
ElementaryEducation
Sep 2022 - Dec 2024
Hamburg University of Technology & University of L'Aquila
Erasmus Mundus Joint M.Sc. · Interdisciplinary Mathematics · Hamburg, Germany
Sep 2010 - Jun 2014
National University of Science and Technology
BS · Mathematics · Islamabad, Pakistan
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