Nasreen Fatima

Data Science Intern

Ai Variant•  June 2024 - Present•  Bangalore, Remote

Conducted EDA and feature engineering on datasets with 2,920+ entries, optimizing data preprocessing. Developed and evaluated predictive models (RandomForest, Gradient Boosting, XGBoost), achieving a 32% improvement in R² scores. Designed over 10 visualizations using matplotlib and seaborn to extract key insights from the data. Deployed models using Streamlit, reducing prediction time by 20% in real-time applications. Collaborated with a team of 5+ members to deliver impactful data-driven solutions.