CV

Work experience

• Aug 2024 - till date: Virginia Tech, Blacksburg, VA
  • Collegiate Associate Professor, Bradley Department of Electrical and Computer Engineering
• Aug 2023 - Aug 2024: Purdue University, West Lafayette, IN
  • Research Scholar, Department of Computer Science
• Nov 2018 - Till Date: ResearchID.co
  • Founder and Developer
• Feb 2013 - Aug 2024: University of Brunei
  • Asst. Prof. at the School of Digital Science
• July 2007 - Dec 2012: Microsoft Patent Research Services, CPA Global, Noida, India
  • Associate IP Lead

Education

• Ph.D. in Computer Engineering
  • J. C. Bose University of Science & Technology YMCA, Faridabad, India, 2019
  • Title: Optimization of Routing Protocols and Profile Matching Algorithms in Ad-hoc Social Networking, Jan 16, 2019
• M.E. Computer Technology and Applications
  • Delhi College of Engineering, Delhi, India

Editor/Judge

• Judge, QS Reimagine Education Awards 2024 - Second Round Judge

• Judge, QS Reimagine Education Awards 2023 - First Round Judge

• Associate Editor of Engineering, ASEAN Journal on Science and Technology for Development (Scopus-indexed)

• Associate Editor, Journal of Machine and Computing (Scopus-indexed)

Certificates

• Introduction to Tableau from DataCamp
• Data Analyst Nanodegree from Udacity
• Deep Learning Nanodegree from Udacity
• Computer Vision Nanodegree from Udacity
• Natural Language Processing Nanodegree from Udacity
• AI Programming with Python Nanodegree from Udacity
• Android Basics Nanodegree by Google

Skills

• Deep Learning
• Computer Vision
• Natural Language Processing
• Machine Learning
• Large Language Models

Patents

Instant messaging for mobile device with offline and online mode

Aneja, S., Aneja. N., and Petra, I. "Instant messaging for mobile device with offline and online mode." U.S. Patent 10,834,035, filed Dec 28, 2015, issued Nov 10, 2020.

Method and System for Ad-hoc Social Networking and Profile Matching

Aneja, N., and Gambhir, S. "Method and system for Ad-hoc Social Networking and Profile Matching." U.S. Patent 10,264,609, filed Dec 28, 2015, issued April 16, 2019.

Anti-fraud computer implemented method for financial card transaction

Aneja, N., and Aneja, S. "Anti-fraud computer implemented method for financial card transaction." U.S. Patent Publication 2015/0339,657, filed May 23, 2014, published Nov 26, 2015.

Publications

1. Deep Explainable Ensemble for Medical Image Analysis

Hassaan Syed, Nagender Aneja, Owais Malik, Mohammed Minhaj "Deep Explainable Ensemble for Medical Image Analysis." TENCON 2024-2024 IEEE Region 10 Conference (TENCON), 2024. pp. 1737--1740

1. Artificial Intelligence and Machine Learning for Sustainable Development: Innovations, Challenges, and Applications

Pawan Whig, Pavika Sharma, Nagender Aneja, Ahmed Elngar, Nuno Silva "Artificial Intelligence and Machine Learning for Sustainable Development: Innovations, Challenges, and Applications." , 2024.

1. SAGA-Integrating AI for Enhanced Recruitment: A System with Audio-Video Proctoring and Comprehensive Evaluation

Nishad Mathur, Ashutosh Sharma, Shubh Kaushik, VS Bakkialakshmi, Vishishta Kavadiya, Nagender Aneja "SAGA-Integrating AI for Enhanced Recruitment: A System with Audio-Video Proctoring and Comprehensive Evaluation." 2024 2nd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), 2024. vol. 1 pp. 395--399

1. Fingerprinting Browsers in Encrypted Communications

Sandhya Aneja, Nagender Aneja "Fingerprinting Browsers in Encrypted Communications." IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2024. doi: 10.1109/UEMCON62879.2024.10754712

1. Differentially processed optimized collaborative rich text editor

Nishtha Jatana, Mansehej Singh, Charu Gupta, Geetika Dhand, Shaily Malik, Pankaj Dadheech, Nagender Aneja, Sandhya Aneja "Differentially processed optimized collaborative rich text editor." Multimedia Tools and Applications, 2024. pp. 1--16

1. Feature Selection-based Machine Learning Comparative Analysis for Predicting Breast Cancer

Chour Rajpoot, Gajanand Sharma, Praveen Gupta, Pankaj Dadheech, Umar Yahya, Nagender Aneja "Feature Selection-based Machine Learning Comparative Analysis for Predicting Breast Cancer." Applied Artificial Intelligence, 2024. vol. 38 pp. 2340386

1. SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment

Lixiang Li, Bharat Bhargava, Alina Nesen, Nagender Aneja "SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment." I Can’t Believe It’s Not Better (ICBINB): Failure Modes in the Age of Foundation Models, NeurIPS 2023, 2023.

1. Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms

Shafkat Islam, Nagender Aneja, Ruy Oliveira, Sandhya Aneja, Bharat Bhargava, Jason Hamlet, Chris Jenkins "Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms." 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI'23), 2023.

1. Predicting agriculture yields based on machine learning using regression and deep learning

Priyanka Sharma, Pankaj Dadheech, Nagender Aneja, Sandhya Aneja "Predicting agriculture yields based on machine learning using regression and deep learning." IEEE Access, 2023.

1. Sustainable Development through Machine Learning, AI and IoT: First International Conference, ICSD 2023, Delhi, India, July 15–16, 2023, Revised Selected Papers

Pawan Whig, Nuno Silva, Ahmed Elngar, Nagender Aneja, Pavika Sharma "Sustainable Development through Machine Learning, AI and IoT: First International Conference, ICSD 2023, Delhi, India, July 15--16, 2023, Revised Selected Papers." , 2023.

1. Conversational chat system using attention mechanism for COVID-19 inquiries

Wang Hui, Nagender Aneja, Sandhya Aneja, Abdul Naim "Conversational chat system using attention mechanism for COVID-19 inquiries." International Journal of Intelligent Networks, 2023. doi: 10.1016/j.ijin.2023.05.003

1. NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

Kaustubh Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahadiran, Simon Mille, Ashish Shrivastava, Samson Tan, Tongshang Wu, Jascha Sohl-Dickstein, Jinho Choi, Eduard Hovy, Ondřej Dušek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Sobrevilla, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honoré, Ishan Jindal, Przemysław Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Lee, Corey Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard Melo, Simon Meoni, Maxine Meyer, Afnan Mir, Nafise Moosavi, Niklas Meunnighoff, Timothy Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Rodriguez, Claude Roux, Vasconcellos Samus, Ananya Sai, Robin Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, Aditya Srivatsa, Tony Sun, Mukund Varma, A Tabassum, Fiona Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Winata, Xinyu Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael Yee, Jing Zhang, Yue Zhang "NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation." Northern European Journal of Language Technology, 2023. vol. 9

1. Pronunciation scoring with goodness of pronunciation and dynamic time warping

Kavita Sheoran, Arpit Bajgoti, Rishik Gupta, Nishtha Jatana, Geetika Dhand, Charu Gupta, Pankaj Dadheech, Umar Yahya, Nagender Aneja "Pronunciation scoring with goodness of pronunciation and dynamic time warping." IEEE Access, 2023. vol. 11 pp. 15485--15495

1. AI Enabled Learning Architecture Using Network Traffic Traces over IoT Network

Nagender Aneja, Sandhya Aneja, Bharat Bhargava "AI Enabled Learning Architecture Using Network Traffic Traces over IoT Network." Wireless Communications and Mobile Computing, 2023. vol. 2023 doi: 10.1155/2023/8658278

1. Biogeography-based optimization of artificial neural network (BBO-ANN) for solar radiation forecasting

Ajay Bansal, Virendra Sangtani, Pankaj Dadheech, Nagender Aneja, Umar Yahya "Biogeography-based optimization of artificial neural network (BBO-ANN) for solar radiation forecasting." Applied Artificial Intelligence, 2023. vol. 37 pp. 2166705

1. Predictive Linguistic Cues for Fake News: A Societal AI Problem

Sandhya Aneja, Nagender Aneja, Ponnurangam Kumaraguru "Predictive Linguistic Cues for Fake News: A Societal AI Problem." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 4) doi: 10.11591/ijai.v11.i4.pp1252-1260

1. Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising

Sandhya Aneja, Nagender Aneja, Pg Abas, Abdul Naim "Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 3) doi: 10.11591/ijai.v11.i3.pp961-968

1. Transfer learning for cancer diagnosis in histopathological images

Sandhya Aneja, Nagender Aneja, Pg Abas, Abdul Naim "Transfer learning for cancer diagnosis in histopathological images." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 1) doi: 10.11591/ijai.v11.i1.pp129-136

1. Device fingerprinting using deep convolutional neural networks

Sandhya Aneja, Nagender Aneja, Bharat Bhargava, Rajarshi Chowdhury "Device fingerprinting using deep convolutional neural networks." International Journal of Communication Networks and Distributed Systems, 2022. vol. 28 pp. 171--198 doi: 10.1504/IJCNDS.2022.121197

1. Collaborative adversary nodes learning on the logs of IoT devices in an IoT network

Sandhya Aneja, Melanie En, Nagender Aneja "Collaborative adversary nodes learning on the logs of IoT devices in an IoT network." 2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022. pp. 231--235 doi: 10.1109/COMSNETS53615.2022.9668602

1. Packet-level and IEEE 802.11 MAC frame-level network traffic traces data of the D-Link IoT devices

Rajarshi Chowdhury, Sandhya Aneja, Nagender Aneja, Pg Abas "Packet-level and IEEE 802.11 MAC frame-level network traffic traces data of the D-Link IoT devices." Data in Brief, 2021. vol. 37 pp. 107208 doi: 10.1016/j.dib.2021.107208

1. Recent Advances in Ad-Hoc Social Networking: Key Techniques and Future Research Directions

Nagender Aneja, Sapna Gambhir "Recent Advances in Ad-Hoc Social Networking: Key Techniques and Future Research Directions." Wireless Personal Communications, 2021. vol. 117 pp. 1735--1753 doi: 10.1007/s11277-020-07942-7

1. Network traffic analysis based iot device identification

Rajarshi Chowdhury, Sandhya Aneja, Nagender Aneja, Emeroylariffion Abas "Network traffic analysis based iot device identification." Proceedings of the 2020 the 4th International Conference on Big Data and Internet of Things, 2020. pp. 79--89 doi: 10.1145/3421537.3421545

1. Neural Machine Translation model for University Email Application

Sandhya Aneja, Siti Nur, Nagender Aneja "Neural Machine Translation model for University Email Application." 2020 2nd Symposium on Signal Processing Systems, 2020. pp. 74--79 doi: 10.1145/3421515.3421522

1. Semi-supervised learning for cancer detection of lymph node metastases

Amit Jaiswal, Ivan Panshin, Dimitrij Shulkin, Nagender Aneja, Samuel Abramov "Semi-supervised learning for cancer detection of lymph node metastases." arXiv preprint arXiv:1906.09587, 2019.

1. Transfer learning using CNN for handwritten Devanagari character recognition

Nagender Aneja, Sandhya Aneja "Transfer learning using CNN for handwritten Devanagari character recognition." 2019 1st International Conference on Advances in Information Technology (ICAIT), 2019. pp. 293--296 doi: 10.1109/ICAIT47043.2019.8987286

1. Detecting Fake News with Machine Learning

Nagender Aneja, Sandhya Aneja "Detecting Fake News with Machine Learning." International Conference on Deep Learning, Artificial Intelligence and Robotics, 2019. pp. 53--64 doi: 10.1007/978-3-030-67187-7_7

1. IoT device fingerprint using deep learning

Sandhya Aneja, Nagender Aneja, Md Islam "IoT device fingerprint using deep learning." 2018 IEEE international conference on internet of things and intelligence system (IOTAIS), 2018. pp. 174--179 doi: 10.1109/IOTAIS.2018.8600824

1. Profile-based ad hoc social networking using Wi-Fi direct on the top of android

Nagender Aneja, Sapna Gambhir "Profile-based ad hoc social networking using Wi-Fi direct on the top of android." Mobile Information Systems, 2018. vol. 2018 doi: 10.1155/2018/9469536

1. Social profile aware AODV Protocol for ad-hoc social networks

Nagender Aneja, Sapna Gambhir "Social profile aware AODV Protocol for ad-hoc social networks." Wireless Personal Communications, 2017. vol. 97 pp. 4161--4182 doi: 10.1007/s11277-017-4718-x

1. Piecewise maximal similarity for ad-hoc social networks

Sapna Gambhir, Nagender Aneja, Liyanage De "Piecewise maximal similarity for ad-hoc social networks." Wireless Personal Communications, 2017. vol. 97 pp. 3519--3529 doi: 10.1007/s11277-017-4683-4

1. Protecting Internet Traffic: Security Challenges and Solutions

Mohammed Aledhari, Sukanya Mandal, Nagender Aneja, Mikael Dautrey, Rajesh Nighot, Prasad Mantri, Jared Bielby "Protecting Internet Traffic: Security Challenges and Solutions." IEEE Internet Technology Policy Community White Paper, 2017.

1. Internet of Things (IoT) Security Best Practices

G Corser, G Fink, J Bielby "Internet of Things (IoT) Security Best Practices." IEEE Internet Technology Policy Community; White Paper, 2017.

1. Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores

Sandhya Aneja, Nagender Aneja "Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores." NoSQL: Database for Storage and Retrieval of Data in Cloud, 2017. pp. 237--250 doi: 10.1201/9781315155579-13

1. Middleware architecture for ad-hoc social network

Nagender Aneja, Sapna Gambhir "Middleware architecture for ad-hoc social network." Research Journal of Applied Sciences, Engineering and Technology, 2016. vol. 13 pp. 690--695 doi: 10.19026/rjaset.13.3342

1. Software Design for social profile matching algorithm to create ad-hoc social network on top of android

Sapna Gambhir, Samridhi Mangla, Nagender Aneja "Software Design for social profile matching algorithm to create ad-hoc social network on top of android." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), 2016. pp. 3450--3454

1. Need of ad-hoc social network based on users' dynamic interests

Sapna Gambhir, Nagender Aneja, Samridhi Mangla "Need of ad-hoc social network based on users' dynamic interests." 2015 International Conference on Soft Computing Techniques and Implementations (ICSCTI), 2015. pp. 52--56 doi: 10.1109/ICSCTI.2015.7489562

1. Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network

Nagender Aneja, Sapna Gambhir "Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network." 2015 IEEE International Conference on Computational Intelligence & Communication Technology, 2015. pp. 354--358 doi: 10.1109/CICT.2015.50

1. Geo-social profile matching algorithm for dynamic interests in ad-hoc social network

Nagender Aneja, Sapna Gambhir "Geo-social profile matching algorithm for dynamic interests in ad-hoc social network." Social Networking, 2014. vol. 3 pp. 240 doi: 10.4236/sn.2014.35029

1. Verification of Forecasts from High Resolution Numerical Weather Prediction Model

Nagender Aneja, Thomas George "Verification of Forecasts from High Resolution Numerical Weather Prediction Model." Research Journal of Applied Sciences, Engineering and Technology, 2014. vol. 8 pp. 1255--1258 doi: 10.19026/rjaset.8.1092

1. Ad-hoc social network: A comprehensive survey

Sapna Gambhir, Nagender Aneja "Ad-hoc social network: A comprehensive survey." International Journal of Scientific and Engineering Research, 2013. vol. 4 pp. 156--160

1. Various Issues in Ad-hoc Social Networks (ASN)

Nagender Aneja, Sapna Gambhir "Various Issues in Ad-hoc Social Networks (ASN)." National Conference on Recent trends in computer science and Information Technology (RTCSIT), 2012.

1. Minimum exposed path to the attack (MEPA) in mobile ad hoc network (MANET)

Sandhya Khurana, Neelima Gupta, Nagender Aneja "Minimum exposed path to the attack (MEPA) in mobile ad hoc network (MANET)." Sixth International Conference on Networking (ICN'07), 2007. pp. 16--16 doi: 10.1109/ICN.2007.57

1. Reliable ad-hoc on-demand distance vector routing protocol

Sandhya Khurana, Neelima Gupta, Nagender Aneja "Reliable ad-hoc on-demand distance vector routing protocol." International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006. pp. 98--98 doi: 10.1109/ICNICONSMCL.2006.183

Talks

Keynote Address - EAI BDCC 2024

December 20, 2024

Keynote Address at Coimbatore, India,

Retrieval-Augmented Generation (RAG) in Healthcare

December 02, 2024

Talk at Amity University, Zoom

Advanced Excel 365

March 02, 2023

Talk at School of Digital Science, Universiti Brunei Darussalam, School of Digital Science

Data Decoded with Tableau

October 29, 2021

Talk at IEEE, online

Introduction to Deep Learning

June 30, 2021

Talk at ICRTC-2021, Compucom Institute of Information Technology & Management, Jaipur, India, Google Meet

Deep Learning using PyTorch with Practical Implementation of MNIST Dataset

February 06, 2021

Talk at Department of Information Technology, ABES Engineering College, Ghaziabad, MS Teams

Patent Protection: Securing the Rights to Your Innovation

February 19, 2020

Talk at The Authority for Info-communications Technology Industry of Brunei Darussalam (AITI), AITI Office, Brunei Darussalam

Protecting Internet Traffic: Security Challenges and Solutions – Webinar

August 16, 2017

Talk at IEEE, https://internetinitiative.ieee.org/events/webinars/protecting-internet-traffic-security-challenges-and-solutions-webinar