Dr. Sonika Gupta
Assistant Professor
sonika.gupta[at]smvdu.ac.in
01991-285524 Extn.: 2308
School of Computer Science and Engineering
Education Qualification:
- Ph.D. – Shri Mata Vaishno Devi University, Katra, J&K
Specialization: Data Mining, Machine Learning
- M.C.M. – Savitribai Phule Pune University, Pune, Maharashtra
- M.C.A. – Sikkim Manipal University
Teaching Experience:
- Shri Mata Vaishno Devi University
- School of Computer Science and Engineering (February 2005 – Present)
Administrative Experience:
- Associate Dean Students Welfare (Girls), Shri Mata Vaishno Devi University (2021 – Present)
- Warden (Girls Hostel), Shri Mata Vaishno Devi University (2020 – Present)
Research Interest:
- Data Analytics, Data Mining, Programming Concepts, Data structures, Operating Systems
Courses Currently Being Taught (Even Semester 2024-25):
Research Project Guided:
- Qualitative Analysis of Machine LearningAlgorithms used in Liver Disease Detection
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- Securing the Internet of Things Using Blockchain
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- Analysing Customer Reviews using Concept Mining to evaluate Customer Satisfaction
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- Human activity recognition through smartphones using machine learning
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- Analysis of Crime Against Women in India
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- Accounts Tracking Systems
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Research Project Guided:
- Qualitative Analysis of Machine LearningAlgorithms used in Liver Disease Detection
|
- Securing the Internet of Things Using Blockchain
|
- Analysing Customer Reviews using Concept Mining to evaluate Customer Satisfaction
|
- Human activity recognition through smartphones using machine learning
|
- Analysis of Crime Against Women in India
|
|
- Accounts Tracking Systems
|
List of Undergraduate Projects Guided:
- Advanced Questionnaire System
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- Online appointment with doctor
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- DocDigital – Using different tools of Computer Vision a model that would convert documents to digital format.
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- Product Management and Feature Request(feedback/ticketing) system
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- Real Art Application – Mobile Application
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- VMware NSX Micro-segmentation and Security Design
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- FLOW – Service Aware Policy Control
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- Spam Filter to detect undesired and trashy mails
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- Cache-based side attacks on AES
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- Location-based Reminder –Mobile Application
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- A Machine Learning-Based System to Detect Face, Eyes, and Other Parts Using OpenCV
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- Recurrent Neural Network Based Language Modeling
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- VQuest – An Advance Questionnaire Platform
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- Prediction of Commuter Traffic in Subway System
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Profile Last updated: February 6, 2025