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• Ph.D. in CSE from Indian Institute of Technology Bombay (2019)
• M.Tech. in IT from International Institute of Information Technology Bangalore (2014)
• B.Tech. in CSE from University Institute of Engineering and Technology Kanpur (2012)

• Oct 2022 till present - Assistant Professor in CSE at IIIT Nagpur
• Aug 2019 to July 2022 - Assistant Professor in CSE at Centre for Advanced Studies Lucknow

• International Research Experience: Joint Ph.D. from Indian Institute of Technology Bombay, and Monash University Australia, sponsored by Infosys Ltd.
• Industrial Research Experience:

            June 2017 to July 2017 - Internship at Infosys Research Lab, Bangalore

            Dec 2013 to June 2014 - Internship at Accenture Technology Lab, Bangalore

• Computer Programming to CSE-I-B and CSE-I-AIML
• AI Ethics & Society to CSE-I-AIML

Google Scholar: https://scholar.google.com/citations?user=qlNAuQMAAAAJ&hl=en&oi=ao

Scopus: https://www.scopus.com/authid/detail.uri?authorId=57190030539

Research area of interest:

• Software Engineering
• Software Architecture
• Machine Learning
• Applications of Machine Learning in Software Engineering/ Applications of Software Engineering in Machine Learning

2016

• Vrinda Yadav, Rushikesh K. Joshi, Sea Ling. “Process Edification for Traceability in Evolving Architectures.” ACM India Software Engineering Conference 2016. 99-108 DOI: https://doi.org/10.1145/2856636.2856650

2018

• Vrinda Yadav, Suman Roy, Rushikesh K. Joshi. “Patterns for Process Edification in Process-Aware Information Systems.” IEEE International Conference in Services Computing 2018. 161-168 DOI: 10.1109/SCC.2018.00028
• Vrinda Yadav, Rushikesh K. Joshi, Sea Ling. “A Tool for Traceable Evolution of Process Architectures.” IEEE International Conference on Software Architecture Companion 2018. 101-106 DOI: 10.1109/ICSA-C.2018.00035

2019

• Vrinda Yadav, Rushikesh K. Joshi, Sea Ling. “Evolution Traceability Roadmap for Business Processes.” ACM Innovations in Software Engineering Conference 2019. 20:1-20:5 DOI:10.1145/3299771.3299790

2020

• Vaibhav Tiwari, Chandrasen Pandey, Ankita Dwivedi, Vrinda Yadav. “Image Classification using Deep Neural Network.” IEEE International Conference on Advances in Computing, Communication Control, and Networking. 730-733 ICAC3N 2020 DOI:10.1109/ICACCCN51052.2020.9362804
• Rohit Kumar Pathak and Vrinda Yadav. "Improvised Progressive Neural Network (iPNN) for Handling Catastrophic Forgetting." 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC). 143-148 IEEE, 2020. DOI:10.1109/ICESC48915.2020.9156028
• Shikha Rani, Manoj Kaushik, Vrinda Yadav. “Identifying Mood in Music using Deep Learning.” International Conference on Recent Trends in Advanced Computing 2020. Springer Lecture Notes in Electrical Engineering. DOI:10.1007/978-981-16-6448-9_55 pages 571-578
• Neha Sengar, Akriti Singh, Vrinda Yadav. “Classification of Documents using Bidirectional Long Short-Term Memory Recurrent Neural Network.” International Conference on Soft Computing and Signal Processing 2020. Springer Advances in Intelligent Systems and Computing. DOI 10.1007/978-981-33-6912-2_14 pages 149-156
• Manoj Kaushik, Shikha Rani, Vrinda Yadav. “Vocalist Identification in Audio Songs using Convolutional Neural Network.” Frontiers of Research in Speech and Music 2020. Springer Advances in Intelligent Systems and Computing. DOI:10.1007/978-981-33-6881-1_9 pages 99-108
• Rohit Kumar Pathak, Mohit and Vrinda Yadav. "Handling SQL Injection Attack Using Progressive Neural Network." International Conference on Information, Communication and Computing Technology. Springer, Singapore, 2020. DOI: 10.1007/978-981-15-9671-1_20 pages 231-241 Springer Communications in Computer and Information Science
• Vedant Singh and Vrinda Yadav. "Survey of Blockchain Applications in Database Security." Advances in Distributed Computing and Machine Learning. Springer, Singapore, 2020. 147-154. DOI:10.1007/978-981-15-4218-3_15 Springer Lecture Notes in Networks and Systems

2021

• Divyanshu Singh, Mansi Bhatnagar and Vrinda Yadav. “PDF Classification using Logistic Regression and Latent Dirichlet Allocation.” International conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications 2021. DOI:10.1007/978-981-16-6407-6_36  Springer  Lecture Notes in Networks and Systems. pages 399-407
• Nishat Fatima and Vrinda Yadav “Fish Species Classification Using Convolutional Neural Networks” (Accepted) Springer International Conference on Intelligent computing and Security: A Paradigm Shift (IICS-2021)

2022

• Nishat Fatima and Vrinda Yadav “Detection of Pathological Myopia in Fundus Images using Machine Learning” (Accepted) Springer International Conference On Signal & Data Processing (ICSDP 2022)
• Neha Sengar, Nishat Fatima and Vrinda Yadav “Auto Organizer: A Machine Learning based Tool for Automatic Organization of Files” (Accepted) Springer International Conference On Signal & Data Processing (ICSDP 2022)
• Tapesh Kumar, Aditya Tiwari and Vrinda Yadav "Early Detection of Parkinson’s Disease Using Convolutional Neural Network," 5th International Conference on Computational Intelligence and Communication Technologies (CCICT), 2022, pages 178-183, DOI 10.1109/CCiCT56684.2022.00043.
• Mimansha Singh and Vrinda Yadav "Abstractive Text Summarization Using Attention-based Stacked LSTM," 5th International Conference on Computational Intelligence and Communication Technologies (CCICT), 2022, pages 236-241, DOI 10.1109/CCiCT56684.2022.00052.
• Mimansha Singh and Vrinda Yadav “Survey of Machine Reading Comprehension” (Accepted) IEEE 4th International Conference on Inventive Research in Computing Applications ICIRCA 2022
• Tapesh Kumar, Puneet Kumar Yadav and Vrinda Yadav “Detection of Brain Tumor using CNN” (Accepted) IEEE 4th International Conference on Inventive Research in Computing Applications ICIRCA 2022
• Aditya Tiwari, Neha Sengar and Vrinda Yadav “Next word prediction using deep learning” (Accepted) 2022 IEEE International Conference on Computing, Power, and Communication Technologies (GUCON)

• 6 M.Tech. Dissertations in CSE at Centre for Advanced Studies Lucknow

               Vedant Singh, and Rohit Kumar Pathak in 2020

               Aditya Tiwari, Nishat Fatima, Mimansha Singh, and Tapesh Kumar in 2022

• Faculty Advisor of CSE-I-DSA