Bishwarup Roy

An adept System Engineer at Cognizant. Contributed to the migration of critical applications to cloud platforms and played a key role in enhancing AI chatbots development. Proficient in data science, analysis, and system engineering, having expertise in building highly accurate machine learning models and optimizing system performance, notably enhancing business scalability, user satisfaction, and operational efficiency.

IIT Roorkee - 2024-06

Post Graduate certificate in Applied Data Science and AI- E&ICT IIT Roorkee

Certificate Link: https://eict.iitr.ac.in/wp-content/uploads/EICT-IITR-CXL-B2-72.jpg

Certificate ID: EICT-IITR-CXL-B2-72

• Star Performer award for ability to drive all situations at work and consistent demonstration of outstanding performance. by Cognizant.
• Best Project for building an autonomous toy car using Arduino and other sensors.

• Developed a novel intrusion detection system (IDS) using the Fully Convolutional Network (FCN) architecture within the context of Software Defined Wireless Sensor Networks (SDWSN).
• Model achieved remarkable success rates with an accuracy of nearly 98%, precision of 100%, recall of 99%, and F1 score of 99%.
• This innovative approach significantly enhances network security by efficiently classifying network traffic as intrusion or non-intrusion, paving the way for more robust and reliable wireless sensor network systems.
• Achieved an accuracy of 98% on the outcome of model built, indicating a highly efficient model capable of detecting all malicious network attacks.
• Presented in the 5th International Conference on Inventive Research in Computing Applications (ICIRCA 2023)
• Title of the published Paper – “Top-Performing Unifying Architecture for Network Intrusion Detection in SDN using Fully Convolutional Network”.
• IEEE Xplore Part Number: CFP23N67-ART; ISBN: 979-8-3503-2142-5
• IEEE URL - https://ieeexplore.ieee.org/document/10220608/authors#authors