Karri Kartheeka Reddy – Resume

MLDS Intern – Segment B

• •Worked on Market Segmentation using PCA, clustering, and customer profiling.
• •Built an AI prototype to improve targeting for small businesses.

AI/ML/DS Intern

• •Rated "Excellent" for work on supervised learning and data preprocessing.

AI-Based Proctoring System for Secure Video Interviews

• •Developed an AI-based proctoring system for secure online interviews.
• •Used Python, FastAPI, OpenCV, YOLO, and MediaPipe technologies.
• •Enabled real-time monitoring through webcam video analysis.
• •Detected suspicious activities like multiple faces, face absence, drowsiness, focus loss, and object usage.
• •Generated instant alerts and stored logs in MongoDB.
• •Achieved 90%+ accuracy with low latency.

Student Depression Prediction System – Machine Learning Project

• •Achieved 85% accuracy using XGBoost on 10K+ records.
• •Built real-time dashboards using Streamlit and integrated SHAP for explainability.
• •Reduced report generation time by 30%, improved system robustness via debugging.
• •Collaborated in Agile sprints and resolved data inconsistencies.

InvestorHub – MERN Stack Investment Dashboard

• •Designed and developed a full-stack web app for managing personal investments.
• •Integrated JWT authentication and visualized asset data using Chart.js.
• •Built modular React components and REST APIs with Express and Node.js.