Finalist Submission Methodology & Technical Deep Dive First and foremost, I’d like to extend my sincere gratitude to the AMD & Meta Hackathon organizers for orchestrating this intensive, high-impact competition especially for investing time in evaluating submissions, facilitating discussions, and reorganizing logistics to ensure fairness and transparency. I also want to thank all fellow competitors for their thoughtful contributions and active engagement throughout the event particularly those who participated in Discord threads, shared early insights, or offered peer feedback.