Vamsi pinapothu

• Received structured training in Machine Learning fundamentals covering supervised learning concepts
such as classification and regression.
• Performed data preprocessing on structured datasets — data cleaning, handling missing values, and feature
formatting using Pandas.
• Conducted Exploratory Data Analysis (EDA) to identify data patterns and trends using Pandas and
Matplotlib.
• Gained exposure to implementing basic ML models for prediction tasks and evaluating results using
accuracy metrics.
• Trained in NLP basics including tokenization and stopword removal concepts.
• Demonstrated strong team collaboration, communication, and eagerness to learn throughout the
internship.