I am a researcher and educator with over a decade of industrial R&D experience in AI, applied research, product development, and academic mentoring. Currently serving as an Assistant Professor in CST & CSE (AIML) at JIS College of Engineering, my work spans AI, biometrics, and perception engineering. I have contributed to patented and open-source systems, including Lekhani-Bishleshak, e-SAHI (online signature verification), handwriting analysis tools, and digital imaging solutions.