Ipsita Surbhi

I am an ambitious research intern at the Indian Institute of Technology (IIT) Patna, driven by a strong sense of accountability and autonomy in all my work. My approachability and assertiveness allow me to foster collaborative relationships while tackling challenges head-on. I thrive in environments where I can explore innovative solutions and contribute meaningfully to projects.

Experience

I

Research Intern

Indian Institute of Technology (IIT) Patna · Jan 2025 – Jun 2025

Not yet confirmed

• Conducted data preprocessing, cleaning, and exploratory data analysis (EDA) on over 459 real-world time-series records using Pandas and NumPy.
• Identified key patterns and correlations to support data-driven insights.
• Built and evaluated multiple machine learning models (SVR, KNN, Random Forest, GPR, GRU) using Scikit-learn and Keras, achieving:
• 42.2% reduction in RMSE
• 25.1% reduction in MAE
• 2.88% improvement in R² through feature engineering and model optimization.

Research Intern

Indian Institute of Technology, Patna · Jan 2025 – Jun 2025

Not yet confirmed

• Performed data preprocessing, cleaning, and exploratory data analysis (EDA) on 459+ real-world time-series records using Pandas and NumPy, identifying key patterns and correlations to support data-driven insights.
• Built and evaluated multiple machine learning models (SVR, KNN, Random Forest, GPR, GRU) using Scikit-learn and Keras, achieving 42.2% reduction in RMSE, 25.1% reduction in MAE, and 2.88% improvement in R² through feature engineering and model optimization.