Welcome to Kruti Lavingia's Profile
Welcome to the official website of Prof. Kruti Lavingia. Since August 2011, she has been dedicated to shaping the minds of future engineers as an Assistant Professor in the Computer Science and Engineering Department at Institute of Technology, Nirma University. Here, you'll find an overview of her academic journey, research interests, and contributions to the field. Explore her experience and insights into the world of computer science.
Kruti Lavingia
ASSISTANT PROFESSOR
079 71652572
Email:
Address:
Nirma University
Ahmedabad, Gujarat India
Date of Birth:
September 9th, 1985
Phone:
EXPERIENCE
2011-Present
Nirma University
Assistant Professor
Kruti Lavingia, is working as an esteemed Assistant Professor in the Computer Science Engineering Department since August 2011. With over 15 years of teaching experience, she is dedicated to shaping the minds of future engineers. Prof. Lavingia holds a BTech in Information Technology from Nirma University and an MTech in Computer Science and Engineering from Bhagwant University. Currently, she is furthering her expertise by pursuing a PhD at Gujarat Technological University, focusing on the exciting field of the Internet of Things.
2009-2011
Head of the Department
Sabar Institute of Technology for Girls
Prof Kruti Lavingia began her academic journey after graduating, taking on the role of Assistant Professor at Sabar Institute of Technology for Girls, which is affiliated with Gujarat Technological University. She later advanced her career by serving as the Head of the Department, Information Technology department, before resigning from that position.
2008-2009
Software Intern
Tata Consultancy Services(TCS)
She began her journey in the tech world with a placement at Tata Consultancy Services as a software intern after completing her 6th semester of B.Tech. Demonstrating exceptional skills and dedication, she transitioned to her final semester internship at TCS, where she took on the role of lead software developer. Her experience at TCS not only honed her technical abilities but also equipped her with valuable leadership skills in a fast-paced environment.
2006
Software Developer
Peach Techovations Pvt.Ltd.
Kruti began her professional journey after completing a Diploma in Information Technology from Nirma University, taking on a software intern role at Peach Technovations Pvt Ltd in January 2006. Eager to maximize the six-month gap between her diploma and B.Tech, she proactively started her career early. Her dedication and eagerness to learn were evident during her time there, which lasted until August 2006, when she transitioned to pursuing her degree. This valuable experience laid a solid foundation for her future career in the tech industry.
EDUCATION
2020-Present
Gujarat Technological University
Ph.D. in Computer Science and Engineering
Prof. Kruti Lavingia is currently pursuing her Ph.D. in Computer Science Engineering at Gujarat Technological University. Her research focuses on the innovative field of the Internet of Things, with a particular emphasis on enhancing energy efficiency in IoT systems. Prof. Lavingia is dedicated to advancing knowledge and solutions in this critical area of technology.
2009-2011
Master of Technology
Bhagwant University
Kruti pursued her Master's degree in Computer Science and Engineering, showcasing her dedication to advancing her knowledge and skills in a rapidly evolving field. Her academic journey reflects a strong commitment to innovation and problem-solving, preparing her for a successful career in technology.
2006-2009
Bachelor of Technology (IT)
Nirma University
Kruti completed her B.Tech in Information Technology from the prestigious Nirma University. As the top performer in her Diploma in Information Technology at the same institution, she secured her admission with ease. dedication and hard work have set a strong foundation for her future endeavors in the tech industry.
2003-2006
Diploma in Information Technology
Nirma University
She completed her diploma in Information Technology from Nirma University after finishing her 12th grade. With a solid foundation in tech, she is eager to apply her skills and knowledge in the ever-evolving world of technology.
Achievements
Received 3 gold medals from Nirma University for achieving the top position in all three years of the Diploma in Information Technology. Showcased outstanding dedication and academic excellence throughout the course.
RESEARCH & PUBLICATIONS
Journal Articles
Advancements in automated testing tools for Android set-top boxes: a comprehensive evaluation and integration approach
Journal
Journal Name : International Journal of System Assurance Engineering and Management
Title of Paper : Advancements in automated testing tools for Android set-top boxes: a comprehensive evaluation and integration approach
Publisher : Springer India
Author Name : Kruti Lavingia, Palak Purohit, Vikram Dutta, Ami Lavingia
Page Number: 1-10
Published Year : April 2024
ISSN/ISBN No : 0975-6809
Indexed IN : Scopus, Web of Science
Software Effort Estimation using Machine Learning Algorithms
Journal
Journal Name : Scalable Computing: Practice and Experience
Title of Paper : Software Effort Estimation using Machine Learning Algorithms
Author Name : Kruti Lavingia, Raj Patel, Vivek Patel, Ami Lavingia
Volume Number : 25(2)
Page Number : 1276-1285
Published Year : February 2024
ISSN/ISBN No : 1895-1767
Indexed IN : Scopus, Web of Science
Detection of traffic rule violation in University campus using deep learning model
Journal
Journal Name : International Journal of System Assurance Engineering and Management
Title of Paper : Detection of traffic rule violation in University campus using deep learning model
Publisher : Springer
Author Name : Pooja Chaturvedi, Kruti Lavingia, Gaurang Raval
Volume Number : 14(6)
Page Number : 2527-2545
Published Year : December 2023
ISSN/ISBN No : 0976-4348
Indexed IN : Scopus, Web of Science
A context-aware internet of things-driven security scheme for smart homes
Journal
Journal Name : Security and Privacy
Title of Paper : A context-aware internet of things-driven security scheme for smart homes
Publisher : Wiley
Author Name : Pimal Khanpara, Kruti Lavingia, Rajvi Trivedi, Sudeep Tanwar, Amit Verma, Ravi Sharma
Volume Number : 6(1)
Page Number : 1-23
Published Year : January 2023
ISSN/ISBN No : 2475-6725
Indexed IN : Web of Science
Information Retrieval and Data Analytics in Internet of Things: Current Perspective, Applications and Challenges
Journal
Journal Name : Scalable Computing: Practice and Experience
Title of Paper : Information Retrieval and Data Analytics in Internet of Things: Current Perspective, Applications and Challenges
Volume Number : 23(1)
Page Number : 23-34
Published Year : April 2022
ISSN/ISBN No : 1895-1767
Indexed IN : Scopus, Web of Science
GDLC: A Software Engineering Approach in Game Development
Journal
Journal Name : International Journal of Advance Research in Science and Engineering
Title of Paper : GDLC: A Software Engineering Approach in Game Development
Volume Number : 6(6)
Page Number : 579-584
Published Year : June 2017
ISSN/ISBN No : 2319-8354
Indexed IN : UGC List
Software Engineering in freelancing
Journal
Journal Name : International Journal of Research and Scientific Innovation
Title of Paper : Software Engineering in freelancing
Volume Number : 4(5)
Page Number : 103-105
Published Year : May 2017
ISSN/ISBN No : 2321-2705
Indexed IN : UGC List
Survey Paper on Impact of Cloud Computing on Conventional Software Engineering
Journal
Journal Name : Internationa Journal of Computer Science and Engineering
Title of Paper : Survey Paper on Impact of Cloud Computing on Conventional Software Engineering
Volume Number : 9(5)
Page Number : 149-152
Published YearMay : 2017
ISSN/ISBN No : 0975-3397
Indexed IN : UGC List
A machine learning approach to improve the efficiency of fake website detection techniques
Journal
Journal Name : International Journal of Computer Science and Communication
Title of Paper : A machine learning approach to improve the efficiency of fake website detection techniques
Volume Number : 7
Page Number : 236-243
Published Year : March 2016
ISSN/ISBN No : 0973-7391
Indexed IN : UGC List
Conferences
Software Requirement Classification Using Machine Learning Algorithms
Conference
Title of Paper : Software Requirement Classification Using Machine Learning Algorithms
Proceeding Name : 2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON)
Publisher : IEEE
Author Name : Vrutik Patel, Priya Mehta, Kruti Laving
Organization : Alliance Technology Conference (ATCON-1)
Year : April 2023
ISSN/ISBN No : 978-1-6654-5627-2
Indexed IN : Scopus
Stock Trend Prediction: A Comparative Study using Different Approaches
Conference
Title of Paper : Stock Trend Prediction: A Comparative Study using Different Approaches
Proceeding Name : Proceedings of the 5th International Conference on Smart Systems and Inventive Technology (ICSSIT 2023)
Publisher : IEEE
Author Name : Pimal Khanpara, Rohan Kadam, Kruti Lavingia, Sanjay Patel
Page Number : 1697-1701
Published Year : March 2023
ISSN/ISBN No : 978-1-6654-7467-2
Indexed IN : Scopus
Machine Learning Based Approach for Traffic Rule Violation Detection
Conference
Title of Paper : Machine Learning Based Approach for Traffic Rule Violation Detection
Proceeding Name : 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE)
Publisher : IEEE
Author Name : Kruti Lavingia, Mihirsinh Vaja, Pooja Chaturvedi, Ami Lavingia
Page Number : 244-249
Published Year : December 2022
ISSN/ISBN No : 978-1-6654-8910-2
Indexed IN : Scopus
Blockchain for Secure Message Transmission in VANETs
Conference
Title of Paper : Blockchain for Secure Message Transmission in VANETs
Proceeding Name : International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS)
Publisher : IEEE
Author Name : Kruti Lavingia, Pimal Khanpara, Kishan Vaghela, Darshil Chauh
Page Number : 1-6
Published Year : June 2022
ISSN/ISBN No : 978-1-6654-6883-1
Indexed IN : Scopus
Predicting Stock Market Trends using Random Forest: A Comparative Analysis
Conference
Title of Paper : Predicting Stock Market Trends using Random Forest: A Comparative Analysis
Proceeding Name : Proceedings of the Seventh International Conference on Communication and Electronics Systems (ICCES 2022)
Publisher : IEEE
Author Name : Kruti Lavingia, Pimal Khanpara, Rachana Mehta, Niket Kothari, Karan Parekh
Page Number : 1544-1550
Published Year : June 2022
ISSN/ISBN No : 978-1-6654-9634-6
Indexed IN : Scopus
Graph Neural Network based Recommender System
Conference
Title of Paper : Graph Neural Network based Recommender System
Proceeding Name : Proceedings of the Seventh International Conference on Communication and Electronics Systems (ICCES 2022)
Publisher : IEEE
Author Name : Rachana Mehta, Kruti Lavingia, Pimal Khanpara, Vijay Dhulera
Page Number : 1377-1381
Published Year : June 2022
ISSN/ISBN No : 978-1-6654-9634-6
Indexed IN : Scopus
Security Engineering
Conference
Title of Paper : Security Engineering
Proceeding Name : International Conference on Academic Research in Engineering and Management
Organization : Institution of Electronics and Telecommunication Engineers, Delhi
Year : April 2017
Page Number : 269 - 274
ISSN/ISBN No : ISBN - 978-93-86171-43-6
Indexed IN : UGC List
Performance Evaluation of Transmission distance and Bit Rates in Inter-Satellite optical wireless communication system
Conference
Title of Paper : Performance Evaluation of Transmission distance and Bit Rates in Inter-Satellite optical wireless communication system
Proceeding Name : 3rd International Conference on Recent Innovations in Science Engineering and Management
Organization : Sri Venkateswara College of Engineering and Technology, Srikakulam,Andhra Pradesh
Year : February 2017
Page Number : 36-40
ISSN/ISBN No : 978-81-932074-1-3
Indexed : INUGC List
Performance evolution of optical link using dispersion compensation fiber and FBG
Conference
Title of Paper : Performance evolution of optical link using dispersion compensation fiber and FBG
Proceeding Name : International Conference on Recent Trends in Engineering Science, Humanities and Management
Organization : Sri S Ramasamy Naidu Memorial College, Sattur, Tamilnadu
Year : February 2017
Page Number : 809-812
ISSN/ISBN No : ISBN : 978-93-86171-18-4
Indexed IN : UGC List
A novel approach to improve the efficiency of fake website detection techniques: Survey
Conference
Title of Paper : A novel approach to improve the efficiency of fake website detection techniques: Survey
Proceeding Name : 2nd International Conference on Recent Trends in Engineering Science and Management
Organization : YMCA, New Delhi
Year : February 2016
Page Number : 71-78
ISSN/ISBN No : 978-81-932074-3-7
Indexed IN : UGC List
Book Chapters
Augmented Reality and Industry 4.0
Book Chapter
Book Name : A Roadmap to Industry 4.0: Smart Production, Smart Business and Sustainable Development
Publisher : Springer, Cham
Author Name : Kruti Lavingia
Page Number : pp 143-155
Chapter Title : Augmented Reality and Industry 4.0
Published Year : November 2019
ISSN/ISBN No : 978-3-030-14544-6
Indexed IN : Scopus
Energy conservation in Multimedia big data computing and the Internet of Things—A challenge
Book Chapter
Book Name : Multimedia Big Data Computing for IoT Applications
Publisher : Springer, Singapore
Author Name : Kruti Lavingia
Page Number : pp 37-57
Chapter Title : Energy conservation in Multimedia big data computing and the Internet of Things—A challenge
Published Year : July 2019
ISSN/ISBN No : 978-981-13-8759-3
Indexed INScopus
Subjects Taught
Computer Programming
Digital Electronics
Object Oriented Programming with C++
Object Oriented Programming with Java
Database Management Systems
Software Engineering
Python Programming
Computer Architecture
System Programming
Management Information Systems
Probability Statistics and Numerical Analysis
Web Development
Funded Research Project
An Edge AI Based Video Analytics for 2-Wheeler related Traffic Surveillance in University Campus
Fund Type: Internal Funding
Agency: Nirma University
Duration: 1 Year
Fund Amount : 95000/-
TECHNICAL SKILLS
Python
Java - Proficient
Machine Learning
C/C++ Programming
Artificial Intelligence
Web Development
RESEARCH INTERESTS
Artificial Intelligence
Prof Kruti Lavingia's research interests primarily revolve around the application of artificial intelligence in solving complex real-world problems.
Machine Learning
Her expertise in machine learning spans from developing algorithms to implementing practical solutions in various domains.
Data Science
Prof Kruti Lavingia actively engages in data science research, exploring innovative approaches to derive meaningful insights from complex datasets.