Sadia Khalid
Master of Science in Interdisciplinary Mathematics
Experience
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.
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.
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.
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.
Teaching Assistant
National University of Sciences and Technology
- Taught undergraduate Mathematics courses at NUST, delivering lectures and supporting student learning through tutorials and assessments.
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 Energy (6.5 years), Education (3 years), Banking and Finance (0.5 years), and Telecommunication (0.5 years).
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 Research and Development (7.5 years), Business Intelligence (1 year), Information Technology (1 year), and Finance (0.5 years).
Languages
Education
Hamburg University of Technology (TUHH)
Master of Science, Interdisciplinary Mathematics · Interdisciplinary Mathematics · Hamburg, Germany
Profile
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