The session was handled by Ms. Aswathy Ashok, Software Developer and Managing Partner of Gentrius Solutions. She introduced the participants to the concept of feature engineering and explained its crucial role in improving the performance and accuracy of machine learning models. The resource person discussed various techniques such as feature selection, feature extraction, feature transformation, handling missing values, and data preprocessing methods used in real-world projects. Through practical examples and industry-oriented discussions, the speaker highlighted how effective feature engineering can significantly enhance predictive analytics and decision-making processes. The session also provided an overview of current industry practices and career opportunities in Data Science and Artificial Intelligence. A total of 50 students actively participated in the programme. The interactive nature of the session enabled participants to engage with the speaker, clarify their doubts, and gain valuable exposure to industry applications of feature engineering.