Projects

Developed a machine learning-based recommendation system using collaborative filtering techniques. Utilized Python and scikit-learn to analyze user preferences and make personalized movie recommendations.

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Implemented computer vision techniques to detect and locate piano keys in images and videos. Utilized OpenCV and deep learning frameworks to build an accurate object detection model.

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Designed the database architecture for an e-commerce platform. Modeled product inventory, user profiles, and order management. Implemented SQL queries and optimized database performance.

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Implemented a lottery scheduler in the xv6 operating system, enhancing process scheduling fairness. Utilized C programming and deep understanding of operating system concepts.

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Led a team to design and develop a robotic arm capable of drawing intricate patterns. Incorporated concepts from robotics, control systems, and programming to achieve accurate and creative drawings.

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Collaborated on research to apply reinforcement learning techniques to control the behavior of a robot. Developed algorithms to optimize the robot's actions based on environmental feedback.

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