Anupama Padha

Biography

Beginning from a corporate career in SAP, my transition to academia was driven by a passion for education and a commitment to inspire the next generation of professionals.  I possess a work experience of around 7.5 years in academics and 3 years in industry. Currently, pursuing PhD, CSE (Quantum Enhanced ML) from Jaypee Institute of Information Technology (JIIT). My major areas of interest are Quantum Computing, Deep Learning and Machine Learning. I have authored around 10 research papers for various national and international journals/conferences

Educational Qualifications

• Pursuing Ph.D. (Computer Science and Engineering) from JIIT Noida.
• M.Tech (Computer Science & Engineering) from PTU Jalandhar.
• B. Tech (Computer Science & Engineering) from Jammu University.

Work Experience

• Working as Assistant Professor (Grade-II) in the Department of Computer Science and Engineering at JIIT, Noida
• Worked as a Contractual Faculty in the Department of Computer Science and Information Technology at Jaypee Institute of Information Technology, Noida from Jan 2024 to June 2024.
• Guest Faculty in the Department of Computer Science and Information Technology at Jaypee Institute of Information Technology, Noida from July 2023 to Dec 2023.
• Assistant Professor in the Department of Computer Science and Engineering at ABES-IT, Ghaziabad from June 2019 to June 2020.
• Assistant Professor in the Department of Computer Science and Engineering at MIET, Jammu from Aug 2016 to June 2019.
• Assistant Manager (SAP Trainer) in the CCPD department at ABES-EC, Ghaziabad from July 2014 to Jan 2016.
• Lecturer in Havard College of Education, Jammu from March 2013 to Jan 2014.

• SAP Consultant at Fujitsu Consulting India Pvt Ltd from April 2007 to May 2010.

Interest Area 

• Quantum Computing,
• Deep Learning
• Machine Learning

Publications

• Padha, A., Sahoo, A., QCLR: Quantum-LSTM Contrastive Learning Framework for Continuous Mental Health Monitoring, Expert Systems with Applications, Sep 2023. https://doi.org/10.1016/j.eswa.2023.121921 (Publisher: Elsevier, SCIE, Scopus indexed, IF: 8.5)
• Padha, A., Sahoo, A. MAQML: a Meta-approach to Quantum Machine Learning with Accentuated Sample Variations for Unobtrusive Mental Health Monitoring. Quantum Mach. Intell. 5, 17 (2023). https://doi.org/10.1007/s42484-023-00108-1 (Publisher: Springer Nature, ESCI, Scopus indexed, IF: 4.8)
• Padha, A., and A. Sahoo, “Quantum Deep Neural Networks for Time Series Analysis”, Quantum Information Processing. (Publisher: Springer Nature, SCIE, Scopus indexed, IF: 2.5)
• Padha, A., & Sahoo, A. (2023, April). Ensemble of Parametrized Quantum LSTM Neural Networks for Multimodal Stress Monitoring. In Proceedings of 3rd International Conference on Artificial Intelligence: Advances and Applications: ICAIAA 2022 (pp. 59-67). (Springer Nature, Scopus indexed)
• Padha, A., & Sahoo, A. (2022, March). A Parametrized Quantum LSTM Model for Continuous Stress Monitoring. In 2022 9th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 261-266). (IEEE Xplore, Scopus indexed)
• Padha, A., & Sahoo, A. (2022, August). Quantum enhanced machine learning for unobtrusive stress monitoring. In Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing (pp. 476-483) https://doi.org/10.1145/3549206.3549288 (ACM Digital Library, Scopus indexed)
• Gupta, S., Mittal, M., & Padha, A. (2017, December). Predictive analytics of sensor data based on supervised machine learning algorithms. In 2017 International Conference on Next Generation Computing and Information Systems (ICNGCIS) (pp. 171-176). IEEE.
• Padha, A., & Sharma, M. To Improve Fault Tolerance in Mobile Distributed System.
• Padha, A., & Sharma, M. Fault Tolerance in Distributed Mobile Computing-A Review.

FDP / CONFERENCE / WORKSHOP ATTENDED

• Faculty Development Programme on“High Performance Computing and Emerging Trends”, organised by JIIT, Noida, 27^th May – 1^st June 2024.
• Faculty Development Programme on “Automated Software Development and Delivery using Microservices and Kubernetes” organised by JIIT, Noida, 26^th – 31^st Dec 2023.
• 14^th International Conference on Contemporary Computing (IC3), organised by JIIT Noida, 4^th – 6^th Aug 2022.
• 1^st International Conference on Informatics (ICI), organised by JIIT Noida, 14^th – 16^th April, 2022
• International Conference on Artificial Intelligence: Advances and Applications, organised by Poornima College of Engineering, Jaipur, India, 23^rd – 24^th April, 2022.
• International Conference on Computing for Sustainable global Development INDIACOM-2022 organised by BVICAM, Delhi, 23^rd-25th March 2022.
• Faculty Development Programme on “ An Engineering Approach to Quantum Computing” organised by MNIT Jaipur,  23^rd – 27^th Nov 2020.
• Faculty Development Programmeon “Design & Analysis on Algorithm” organized by ABES-IT, Ghaziabad, 11^th -15^th June 2019.
• Faculty Development Programme on “ Emerging Research trends in Computer Science & IT ”, held at BVICAM New Delhi, 23^rd -28^th July 2018.
• Short Term Course on “Research methodology through ICT”, organised by NITTTR Chandigarh, 19^th – 13^th Jan 2017
• Workshop on “Big Data” organised by Computer Science Dept, Graphic Era, Dehradun, 18^th -23^rd Dec 2017.
• International Conference on Next Generation Computing & Information System organised by MIET Jammu, 11^th -12^th Dec 2017.
• 3^rd International Conference on Recent Trends and Advancements in Engineering and Technology, organised by Shri Mata Vaishno Devi University, 17^th- 18^th Nov 2016.
• 5^th International Conference on “Advances in Computer Sciences, Software solutions, E-learning, Information & Communication technology”, at Jawahar Lal Nehru University, 6^th- 7^th Sep, 2014.
• 2^nd National Conference on “Emerging Principles & Practices in Computers and communication Media”, affiliated to PTU, 30^th – 31^st May 2014.
• Workshop on “Cloud computing and security”, 15^th -19^th April, 2013.
• Workshop on “Cloud Essentials”, 13^th July, 2013.  

Professional Achievements

• Received “Build for the Future Award” for research Publication on 23^rd March 2018.
• Member of Outcome Based Education (OBE) Committee of MIET Jammu.
• SAP B1 Trainer from July’14 – Jan’16