SANJNA KARERA
Data Scientist
Karachi
Summary
Strong foundation in mathematics and computer science, with a passion for applying analytical and programming skills (Python, SQL) in data-driven environments. Proficient in statistical analysis and eager to contribute to data science projects. Combines technical expertise with a quick learning ability to solve real-world problems.
Overview
4
4
years of post-secondary education
4
4
Certifications
2
2
Languages
Work History
Database & System Administration intern
NBP
07.2024 - 08.2024
- Managed and configured databases (SQL Server 2019, Oracle).
- Implemented backup, recovery, patching, and high-availability routines.
- Assisted in generating health reports (AWR, ADDM).
- Managed data migration and scripting with DML/DDL.
Education
Bachelors Degree - Computer Science
FAST-NUCES
09.2021 - 06.2025
Skills
Python
Certification
Participation in Data Science competition at Developers Day 2024
Accomplishments
- Rector’s List | FAST NUCES | 8th Semester, 2025
- Dean’s List | FAST NUCES | 7th Semester, 2024
Additional Information
- Gene Prioritization for Type 2 Diabetes: Built a framework using Weighted PageRank to identify diabetes-related genes via multilayer biological networks. (Python, NetworkX, Numpy, Pandas, Scikit-learn, CytoEscape, Excel)
- Mobile Prediction Classification: Developed a classifier using Logistic Regression and Random Forest to predict mobile price ranges. (Scikit-learn, Python, Matplotlib, Seaborn)
- Medical Insurance Cost Prediction: Implemented a regression model using RandomForestRegressor to estimate insurance charges. (Scikit-learn, Numpy, Pandas, Matplotlib)
- Loan Approval Prediction System: Predicted loan approvals using Logistic Regression with data preprocessing and evaluation. (Scikit-learn, Pandas, Numpy)
- Restaurant Management System: Created a C++ OOP-based system demonstrating inheritance, encapsulation, and polymorphism. (C++)
Timeline
Database & System Administration intern
NBP
07.2024 - 08.2024
Bachelors Degree - Computer Science
FAST-NUCES
09.2021 - 06.2025
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