Jammu, Jammu & Kashmir, India
I’ve always been curious about what makes a product "stick." Currently finishing up my degree at IIT Kharagpur, I’ve spent the last few years diving deep into Data Science and ML. Along the way, I realized that data is most powerful when it drives strategy. I enjoy bridging the gap between engineering and business. I’m comfortable discussing algorithms with developers, but I’m equally happy mapping out user journeys and product roadmaps. When I'm not looking at datasets, I'm probably playing guitar
Beetle Antennae Search for Nonlinear Optimization for images • Utilized BAS and PSO algorithms for multilevel image thresholding, surpassing standard Otsu's method in image segmentation • Attained a 3dB gain in Peak Signal-to-Noise Ratio (PSNR) by optimizing Kapur's Entropy, preserving critical edge details • Compared convergence rates across 500 iterations, proving BAS converges 2x faster than PSO in non-convex search spaces • Enhanced image reconstruction Structural Similarity (SSIM) by 12%, generating sharper segmentation results relatively