I am Vyakhya Gupta, a CSE student pursuing honors with Professor Karthik Vaidyanathan. My research focuses on certifying ML-enabled systems for safety-critical applications, ensuring their reliability and compliance with industry standards. I am also exploring using Gen AI for self adaption. Accepted works include: https://arxiv.org/abs/2501.