Multimodal AI pipeline to predict Big Five personality traits and assess charismatic leadership using audio, text, and video inputs.

Deep learning-based image restoration pipeline with DnCNN, NAFNet, and legacy joint models. Includes PSNR/SSIM/LPIPS evaluation and visual comparisons.

Benchmarking CNNs and Vision Transformers on CIFAR-10/100 using a unified PyTorch pipeline with transfer learning and model fusion.

Image stitching with Harris corner detection, SIFT descriptors, Lowe’s ratio test, and affine RANSAC warp.