About

Brief profile:
A progressive mindset with dedication in work. Keen to learn new technologies and believe in learn, unlearn and relearn philosophy. Highly motivated and believe in mentoring students to fulfill their potential goals.

Names of previous Academic Affiliations: 
1.    Indus Institute of Information & Communication Technology, Indus University - 6 Years
2.    Faculty of Computer Applications, Marwadi University - 9 Years

Subjects Taught: 
1.    Predictive Modelling
2.    R Programming
3.    Data Science and its basics
4.    Cloud Computing
5.    Operating Systems
6.    Database Management System
7.    Computer Organization & Architecture
8.    Software Engineering
9.    Shell Scripting & Programming
10.    Cloud Infrastructure & Services
11.    Computer Networks & Advanced Networking

Publications:
●    Research Papers:
1.    “Applications and Impacts of Blockchain Technology – A Short Review” in International Journal of Research and Analytical Reviews, in August 2023.  
2.    “Early Detection of Breast Cancer Using Machine Learning and Ensemble Techniques” in International Journal of Computing, July 2023.  
3.    “Breast Cancer Prognosis using Machine Learning Ensemble Techniques” in International Journal of Recent Technology and Engineering, September, 2022.  
4.    “Predicting Breast Cancer using Machine Learning Classifiers and Enhancing the Output by Combining the Predictions to Generate Optimal F1-Score” in Biomedical and Biotechnology Research Journal (BBRJ), September, 2021. 
5.    “A Conceptual Review on Convolutional Neural Networks and Recurrent Neural Networks” in International conference on science, technology and innovation on 27th December, 2020.  
6.    “A Systematic Review on Protein Functions and Various Machine Learning Algorithms Associated with Identifying Protein Functions” in Scopus indexed International Journal of Interdisciplinary Global Studies Volume: 14, Issue no: 04, Oct-Dec‟2020  
7.    “Knowledge Management System: A Systematic Approach to Data Mining” in the International Conference on Advances in Information Technology and Management with the theme Leveraging Information Technology for Sustainability in Agriculture & Medicine, organized on February 08-09, 2020. 
8.    “Keystroke Logging: Integrating Natural Language Processing Technique to Analyze Log Data” in International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-3, January 2020.  
9.    “Ontology of SQL Injection Attacks and their Mitigation Techniques”, in Proceedings of the 11th INDIACom; INDIACom-2017; IEEE Conference ID: 40353.
10.    “An Efficient Approach to Defend Against DDoS Attacks in Cloud Environment”, in Proceedings of the 11th INDIACom; INDIACom-2017; IEEE Conference ID: 40353.
11.    “A Survey on Various Service Hijacking Methods and Their Management”, in Proceedings of the 11th INDIACom; INDIACom-2017; IEEE Conference ID: 40353.
12.    “A Survey on Data Center Network Virtualization”, in Proceedings of the 10th INDIACom; INDIACom-2016; IEEE Conference ID: 37465.  
13.    “Mitigating Cloud Security Threats using Public Key Infrastructure”, in Springer Proceeding of CSI, in CSI2015 Conference, December 2015.  
14.    “Cloud Security Issues and Challenges”, in Springer Proceeding of CSI, in CSI2015 Conference, December 2015. 
15.    “Live Experiments depicting SQL Injection Attacks” in International Journal of Advanced Networking & Applications, special edition, ISSN: 0975-0282, on November, 5, 2014.
16.    “An Analysis of Security Challenges in Cloud Computing” in International Journal of Advanced Computer Science and Applications (IJACSA), vol.4, no.1, 2013. (January 2013). 
17.    “Implementing Cloud Computing on Virtual Machines and Switching Technology” in International Journal of Computer Application (IJCA), ISSN NO: 2250- 1797 issue 1, volume 2 (December 2011). 
18.    Published and international paper entitled “Soft Computing Technology- an Impending Solution Classifying Optimization Problems” in International Journal on Computer Applications and Management, ISSN NO:2231-0967 (January 2012).

Achievements, Awards & Honours: 
1.    A certified trainer of Data Science with R Programming and have trained 25+ students.
2.    Certified for exceptional contribution as a Primary Evaluator for Toycathon 2021 by the Ministry of Education, Ministry of Information and Broadcasting, Ministry of MSME, Ministry of Women and Child Development, Ministry of Commerce & Industry and Ministry of Textiles.

Link to Social Media Profile/ Research

LinkedIn: www.linkedin.com/in/dr-disha-parekh-a6224477

Orcid: https://orcid.org/0000-0001-5742-5585

Google Scholar ID: https://scholar.google.com/citations?user=JzVnwD0AAAAJ&hl=en

ResearchGate: https://www.researchgate.net/profile/Disha-Parekh-4/interest