A 48-hour Gen-AI hackathon with 317 registrations, mostly first-year beginners (71%), leading to 17 deployed applications on platforms like Streamlit. The event emphasized rapid skill-building, peer learning, and practical deployment — part of ARIES' Ship-A-Thon series engaging 500+ students across campus.