The AI&ML Hackathon, organized by the Department of Electronics & Communication Engineering in collaboration with Tessolve Semiconductor Pvt Ltd, aimed to provide students with a platform to apply theoretical knowledge in AI and ML to real-world problems. Held on March 9th, 2024, the event saw enthusiastic participation from second and third-year ECE students who were divided into teams and provided with problem statements. Following a designated hacking period, teams presented their solutions to a panel of judges comprising faculty members and industry professionals, engaging in insightful Q&A sessions. The event highlighted remarkable creativity and problem-solving skills among participants, fostering collaboration and practical exposure to AI and ML. Moreover, it facilitated networking opportunities with industry experts, bridging the gap between academia and industry. The successful collaboration between the academic and industrial sectors laid a strong foundation for future endeavors in fostering innovation and addressing real-world challenges. Overall, the AI&ML Hackathon served as a testament to the power of teamwork, creativity, and practical learning in driving advancements in artificial intelligence and machine learning.