Nida
Junior Data Analyst
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About
Nida S. is a dedicated Data Science student at the Institute of Management Sciences, expected to graduate in 2027. With a strong foundation in data analysis, machine learning, and artificial intelligence, she has actively engaged in several impactful projects. Her notable work includes developing a disease detection application utilizing Python and PostgreSQL, where she designed a relational database for managing medical data, ensuring efficient data handling through integrated SQL queries. Moreover, Nida applied database normalization for enhanced data consistency. Her project experience extends to building a machine learning model for epileptic seizure prediction, where she expertly handled socioeconomic data, utilized tools like NumPy and Pandas, and employed visualizations with Matplotlib to support data-driven insights. Nida's proficiency is further highlighted by her skill in data preprocessing, feature selection, and algorithm evaluation, showcasing her ability to transform raw data into valuable insights.
Experience
Data Science Student
nullDeveloped a disease detection application using Python and PostgreSQL, incorporating a relational database to manage patient records, symptoms, diseases, and precautions. Integrated efficient SQL queries for data storage and retrieval. Applied database normalization techniques to enhance data consistency and maintainability.Data Science Student
nullConducted analysis of socioeconomic datasets to identify poverty trends and underdeveloped regions. Utilized Python, Pandas, and NumPy for data cleaning, transformation, and preparation. Generated visualizations with Matplotlib to communicate findings and supported data-driven decision-making.Data Science Student
nullBuilt a machine learning model to predict epileptic seizures, processing EEG datasets through steps including data preprocessing, feature selection, scaling, and handling class imbalances. Evaluated and compared multiple machine learning algorithms to assess predictive performance and enhance model reliability.
Skills & Expertise
Education
- Bachelor of Science in Data ScienceInstitute of Management Sciences (IMSciences), Peshawar · — — 2027
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