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zainab B. — Junior Data Scientist from Pakistan

zainab B.

Junior Data Scientist

Pakistan No experience yet
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Languages
English
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About

Zainab B. is a data scientist with a strong mathematical background, currently completing her MS in Data Science at the Institute of Management Sciences in Peshawar. With a Bachelor of Mathematics from the University of Peshawar, she excels in applying data-driven methods to address real-world challenges using Python and Machine Learning. Zainab has developed high-accuracy predictive models utilizing advanced feature engineering and hyperparameter tuning. Her academic projects include building machine learning models for predictive analytics, creating visual dashboards using Tableau and Matplotlib, and performing complex statistical analyses. She has contributed to applied machine learning projects in a university research group and gained hands-on experience in data visualization and SQL databases. Zainab's dedication is reflected in her participation in national-level seminars on Artificial Intelligence and her training in data analytics for decision-making.

Experience

  • Data Science Academic Project

    Institute of Management Sciences · 2024 — 2026
    Developed a machine learning model utilizing Python and Scikit-learn for predictive analytics. Enhanced model performance through feature engineering and hyperparameter tuning. Created visual dashboards using Tableau, Matplotlib, and Seaborn to convey data insights. Analyzed real-world datasets to uncover patterns and generate actionable insights.
  • Semester Projects

    University of Peshawar · 2019 — 2023
    Designed a data visualization dashboard for sales analysis leveraging Tableau and Matplotlib. Conducted statistical analysis on large datasets to uncover patterns and correlations. Developed regression and classification models addressing various real-world business challenges. Executed database design and optimized SQL queries for efficient data retrieval. Performed financial forecasting analysis utilizing Python and Excel, along with time-series analysis using LSTM and machine learning techniques.

Skills & Expertise

Education

  • MS in Data Science
    Institute of Management Sciences (IMSciences) · 2024 — 2026
  • Bachelor of Mathematics
    University of Peshawar · 2019 — 2023

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