DIVYA SAI MANIKANTA VARRE

• Front-End Web Development with React (with Honors), The Hong Kong University of Science and Technology, Coursera, 05/2021
• Cryptography, (ISC), Coursera, 09/2021
• Computer Architecture, Saint Petersburg State University, Coursera, 09/2019

STRESS DETECTION IN IT PROFESSIONALS

• The main motive of this project is to detect stress in IT professionals using vivid Machine learning and Image processing techniques. Our system mainly focuses on managing stress and making the working environment healthy and spontaneous for the employees and getting the best out of them during working hours.

ENHANCEMENT OF ENCRYPTION ALGORITHMS BY PARALLELIZING

• Executing IDEA, RSA, and RC-5 algorithms in the parallel chain using the multi-threading concept. When compared to serial execution the time complexity is much less when encryption algorithms are executed in parallel chains.

INTRUSION DETECTION OF IMBALANCED NETWORK TRAFFIC BASED ON MACHINE LEARNING AND DEEP LEARNING

• This paper explores machine learning and deep learning techniques for detecting intrusions in imbalanced network traffic. It introduces a novel algorithm to address class imbalance, first dividing the training set into difficult and easy subsets. It then compresses majority samples in the difficult set and synthesizes new samples for minority samples. The resulting balanced training set enhances classifier learning and classification performance. Experiments on NSL-KDD and CSE-CIC-IDS2018 datasets validate the method's efficacy.

• Member of the Zero Waste Management Club in VIT University, Vellore, (Sep2020 – Aug2022)
• Secure Software Design and Programming, Grader(Sep2023-Dec2023)
• Marketing Head (Indian Graduate Student Association George Mason University 2023-Present)

Enhancing Encryption Algorithms through Parallelizing, IJRASET Journal (International), 2321-9653, 45.98, 7.429, 9, VIII, Aug 2021, https://doi.org/10.22214/ijraset.2021.37839