A Ph.D. candidate in Electronics and Communication Engineering at MNIT Jaipur, focusing on speech signal processing, swarm intelligence, and deep learning. Published research in Engineering Optimization, IEEE Transactions on Artificial Intelligence, and Multimedia Tools and Applications on topics including quadrature mirror filter bank optimization using Gaussian‑distributed crayfish optimization, modified ABC algorithms, and time‑domain speech enhancement with MP‑RNN. Developed adaptive filter banks for auditory applications and deep neural network‑based speech enhancement models that improve noise suppression and intelligibility. Qualified UGC‑NET with 88.60 percentile and GATE 2023 with a top rank. Received multiple national awards for academic excellence, including the Amul Vidya Shree and Indira Gandhi Priyadarshini Puraskar. Actively serves as a peer reviewer for Neural Networks journal and international conferences. As a MATLAB Student Ambassador, organizes hands‑on workshops to promote computational l