Kamisetty Hansini Pranali

Independently developed a content-based movie recommendation system using a dataset of approximately 500 movies. Implemented data preprocessing, feature selection, and cosine similarity to identify movies with similar characteristics.

Built the recommendation pipeline to accept a selected movie and generate Top 5 similar movie recommendations. Developed the data-processing, similarity calculation, recommendation logic, and user interaction components.

Independently developed a responsive interactive quiz website centered on Telugu cinema. Built the React-based interface and implemented quiz functionality, including question navigation, answer validation, scoring, and progress tracking.

Created a question bank of approximately 50 questions covering different movie categories. Designed the application from scratch with a focus on simple navigation and an engaging user experience.

Built a guided project that analyzes resumes against job descriptions using AI-based text processing. Implemented PDF text extraction, keyword matching, skill-gap identification, and improvement suggestions. Developed an interactive Streamlit interface for resume upload, job-description input, and analysis.

Participated in planning, coordination, and execution of college cultural activities.

Participated in community-service and social-outreach initiatives.

Manage a public Instagram page focused on lifestyle and college-life content, including content planning and publishing.