MCKV Institute of Engineering, established in 1999 in West Bengal, is a top engineering college known for fostering technological learning and application. Accredited with an ‘A’ Grade by NAAC and approved by AICTE, it is an autonomous institution affiliated with Maulana Abul Kalam Azad University of Technology (MAKAUT). The institute offers B. Tech programs in Mechanical, Electrical, Computer Science, Electronics and Communication, Information Technology, and Automobile Engineering, many of which are accredited by NBA. It also provides an M. Tech program in Electronics and Communication Engineering. Recently, MCKVIE has introduced new B. Tech courses in CSE (Data Science), and CSE-Artificial Intelligence & Machine Learning, as well as MBA specializations in Marketing, Finance, HRM, and Business Analytics. These programs are tailored to meet industry demands. The institute emphasizes quality education, research, and industry readiness, with students pursuing higher studies at top IITs, and institutions in Europe and the USA. With state-of-the-art infrastructure, industry collaborations, experienced faculty, and practical training, MCKVIE has built a reputation for excellence over 25 years, focusing on critical thinking, interdisciplinary exploration, and networking.