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Mukesh Patel School of Technology Management and Engineering

Associate Professor

  • Ph.D. (Computer Science & Engineering) from Lovely Professional University, Punjab
  • M.Tech (Computer Science & Engineering) from Punjab Technical University, Jalandhar, Punja
  • Tech. (Computer Science & Engineering) from Punjab Technical University, Jalandhar, Punjab

Areas of Specialization : Artificial Intelligence, Machine Learning, Data Science, Image Processing, and Soft Computing

Email: gagandeep.kaur@nmims.edu

Work Experience (14+ years)

  • 3 years 3 Months – Assistant Professor (Sr. Scale) at
    Symbiosis Institute of Technology, Nagpur, Maharashtra, India
    (Feb 2023 – May 2026).
  • 7 years 8 Months – Assistant Professor at
    Symbiosis Institute of Technology, Pune, Maharashtra, India
    (July 2015 – Feb 2023).
  • 3 years 9 Months – Academic experience as an Assistant Professor at
    RIMT-IET, Mandi Gobindgarh, Punjab, India
    (Jan 2011 – Oct 2014).

Professional Membership

  • IEEE Senior Member (Membership no: 98275419)

Awards & Achievements

  • Recognized by Symbiosis International (Deemed University) with the Best Contribution to Internationalization Award (2025).
  • Recognized as AI Mentor after completing the 40-hour TCS APEX Faculty Development Program in Artificial Intelligence.
  • Received ACE Researcher Award 2023 from Symbiosis International (Deemed University), Pune.
  • Served as Resource Person for a One-Week AICTE ATAL–Sponsored Faculty Development Programme (FDP) on “Data Science with Python”.

Research and Publications

Scopus/WoS Indexed Journal Publications

  • Gagandeep Kaur et al., “A holistic energy expenditure tracking framework: fuelling wellness with holistic energy tracking.” IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 15, No. 4, pp. 3546-3555, August 2026.
  • Gagandeep Kaur et al., “RoseVisuals: A Multi-Class Dutch Rose Petal Images Dataset for Automated Health and Pigmentation Classification via Deep Learning,” Scientific Data (Nature Portfolio), June 2026.
  • Gagandeep Kaur et al., “SaurKshetra: A Curated Dataset and ML-Based Classification for Solar Energy Site Selection,” Data in Brief (Elsevier), June 2026.
  • Gagandeep Kaur et al., “Towards Intelligent and Secure Beam Alignment: A Deep Learning Perspective for 5G,” International Journal of Mathematical, Engineering and Management Sciences, Vol. 11, No. 3, pp. 1346-1369, 2026.
  • Gagandeep Kaur et al., “Real-Time Vehicle Control via Edge Cloud Sensor Fusion and CNN based Perceptron,” MethodsX, December 2025, DOI: 10.1016/j.mex.2025.103779.
  • Gagandeep Kaur et al., “Comparative Analysis of Haar Cascade, OpenCV and YOLO Algorithms for Vehicle Detection,” Bulletin of Electrical Engineering and Informatics (BEEI), December 2025.
  • Gagandeep Kaur et al., “Integration of deep learning algorithms for real-time vehicle accident detection from surveillance videos,” Bulletin of Electrical Engineering and Informatics (BEEI), October 2025.
  • Gagandeep Kaur et al., “PriBeL: A primary betel leaf dataset from field and controlled environment,” Data in Brief, August 2025.
  • Gagandeep Kaur et al., “Medical data analysis and transaction type prediction using machine learning and blockchain technology,” IET Blockchain, 2025, DOI: 10.1049/blc2.70001.
  • Gagandeep Kaur et al., “Exploring the efficacy of various CNN architectures in diagnosing oral cancer from squamous cell carcinoma,” MethodsX, December 2024.
  • Gagandeep Kaur et al., “Investigation on State-of-the-Art Paraphrase Detection Approaches and Resources,” Panamerican Mathematical Journal, July 2024.
  • Gagandeep Kaur et al., “Elevating sentiment analysis with VGG-16’s facial expression insights,” IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 13, September 2024.
  • Gagandeep Kaur et al., “Intelligent Search Engine Tool for Querying Database System,” International Journal of Mathematical, Engineering and Management Sciences (IJMEMS), June 2024.
  • Gagandeep Kaur et al., “Automatic Customer Review Summarization Using Deep Learning-based Hybrid Sentiment Analysis,” International Journal of Electrical and Computer Engineering (IJECE), April 2024.
  • Gagandeep Kaur et al., “Deep Learning Model for Retrieving Color Logo Images in Content Based Image Retrieval,” Journal of Electrical Systems, April 2024.
  • Gagandeep Kaur et al., “Reinforcement Learning with Human Feedback: A CartPole Case Study,” Journal of Electrical Systems, 2024.
  • Gagandeep Kaur et al., “Social Media in the Digital Age: A Comprehensive Review of Impacts, Challenges and Cybercrime,” Engineering Proceedings, March 2024.
  • Gagandeep Kaur et al., “A Comprehensive Review of Metaverse: Taxonomy, Impact, and the Hype around It,” Engineering Proceedings, March 2024.
  • Gagandeep Kaur et al., “Brain Tumor Detection Using Classification Model,” Journal of Electrical Systems, 2024.
  • Gagandeep Kaur et al., “Predictive Modeling of Bitcoin Prices using Machine Learning Techniques,” International Journal of Intelligent Systems and Applications in Engineering (IJISAE), February 2024.
  • Gagandeep Kaur et al., “Brain Tumor Detection using Advanced Deep Learning Implementations,” Traitement du Signal, October 2023.
  • Gagandeep Kaur et al., “A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis,” Journal of Big Data (Springer Nature), 2023.
  • Gagandeep Kaur et al., “KILO – Fitness application with posture estimation,” Journal of Information and Optimization Sciences, 2023.
  • Gagandeep Kaur et al., “HAS: Hybrid Analysis of Sentiments for the perspective of customer review summarization,” Journal of Ambient Intelligence and Humanized Computing, 2022.
  • Gagandeep Kaur et al., “Machine learning approach for phishing website detection: A literature survey,” Journal of Discrete Mathematical Sciences and Cryptography, 2022.
  • Gagandeep Kaur et al., “Investigation on Biomedical Waste Management of Hospitals using Cohort Intelligence Algorithm,” Soft Computing Letters (Elsevier), 2021.
  • Gagandeep Kaur et al., “Bibliometric Survey on Supply Chain in Healthcare using Artificial Intelligence,” Library Philosophy and Practice, 2020.
  • Gagandeep Kaur et al., “Named Entity Recognition Approaches and their Comparison for Custom NER Model,” Science & Technology Libraries (Taylor and Francis), 2020.
  • Gagandeep Kaur et al., “Review on SVM Based Method for Identification and Recognition of Faces by using Feature Distances,” International Journal of Scientific & Technology Research, 2020.

Scopus Indexed Conference Publications

  • Gagandeep Kaur et al., “NPC Behavior in Games Using Unity ML-Agents: A Reinforcement Learning Approach,” 2025 International Conference on Automation and Computation (AUTOCOM), Dehradun, India, 2025, pp. 1519-1523, doi: 10.1109/AUTOCOM64127.2025.10956320.
  • Gagandeep Kaur et al., “Image Captioning – A Comprehensive Encoder-Decoder Approach on Flickr8K,” 2025 International Conference on Automation and Computation (AUTOCOM), Dehradun, India, 2025, pp. 1310-1315, doi: 10.1109/AUTOCOM64127.2025.10956672.
  • Gagandeep Kaur et al., “AI-Driven sentiment analysis of company reviews: Insights from natural language processing,” in Proc. 12th Int. Conf. Emerging Trends Eng. Technol.–Signal Inf. Process. (ICETET-SIP), Aug. 2025, pp. 1–6. IEEE.
  • Gagandeep Kaur et al., “Dark Patterns Detection on E-Commerce Websites,” 2025 International Conference on Automation and Computation (AUTOCOM), Dehradun, India, 2025, pp. 1302-1309, doi: 10.1109/AUTOCOM64127.2025.10957035.
  • Gagandeep Kaur et al., “CoolScape: A data-driven approach to balancing urban heat with tree species optimization,” in Proc. 4th OPJU Int. Technol. Conf. (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0, Apr. 2025, pp. 1–9. IEEE.
  • Gagandeep Kaur et al., “Detection of eye defect with the aid of answerable AI,” AIP Conf. Proc. 3188, 080005 (2024).
  • Gagandeep Kaur et al., “Securing the internet of things: Safeguarding connectivity in the cyber age,” AIP Conf. Proc. 3242, 060004 (2024).
  • Gagandeep Kaur et al., “Unmanned Aerial Vehicles (UAVs): Exploring AI-Driven Applications, Challenges and Future Prospects Across Diverse Domains,” 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2024, pp. 1-5, doi: 10.1109/ICEES61253.2024.10776814.
  • Gagandeep Kaur et al., “Image Colorization: Comprehensive Review,” 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 529-535, doi: 10.1109/TIACOMP64125.2024.00093.
  • Gagandeep Kaur et al., “Speech-to-Text Conversion and Text Summarization,” 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 536-541, doi: 10.1109/TIACOMP64125.2024.00094.
  • Gagandeep Kaur et al., “Maximizing Urban Space: A Survey of Smart Parking Techniques and Innovations,” 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Bali, Indonesia, 2024, pp. 542-548, doi: 10.1109/TIACOMP64125.2024.00095.
  • Gagandeep Kaur et al., “An Examination of Prevalent Online Scams: Phishing Attacks, Banking Frauds, and E-Commerce Deceptions,” 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, pp. 1-6, doi: 10.1109/ICAIT61638.2024.10690377.
  • Gagandeep Kaur et al., “Unveiling cybersecurity frontiers: A comprehensive study of ethical hacking for information security,” AIP Conf. Proc. 3242, 060010 (2024).
  • Gagandeep Kaur et al., “Blockchain security in cryptocurrency: Challenges, solutions, and future prospects,” AIP Conf. Proc. 3242, 060006 (2024).
  • Gagandeep Kaur et al., “Quantum Computing: The Future of Healthcare Technology,” 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0, Raigarh, India, 2024, pp. 1-6, doi: 10.1109/OTCON60325.2024.10687408.
  • Gagandeep Kaur et al., “Unveiling the Power of AI Prompt Engineering: A Comprehensive Exploration,” 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2024, pp. 1-9, doi: 10.1109/ICEES61253.2024.10776884.
  • Gagandeep Kaur et al., “E-Commerce Cybersecurity: A Comprehensive Review of Types, Breaches and Best Practices,” 2024 10th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2024, pp. 1-6, doi: 10.1109/ICEES61253.2024.10776843.
  • Gagandeep Kaur et al., “A Comprehensive Study of AI and Robotics in a Rapidly Changing World,” 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024, pp. 1-6, doi: 10.1109/ICICET59348.2024.10616288.
  • Gagandeep Kaur et al., “Securing the Internet of Things: A Blockchain Paradigm,” 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024, pp. 1-5, doi: 10.1109/ICICET59348.2024.10616308.
  • Gagandeep Kaur et al., “Advancements in Computer Vision: A Comprehensive Review,” 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024, pp. 1-6, doi: 10.1109/ICICET59348.2024.10616321.
  • Gagandeep Kaur et al., “Navigating the Mind: Analysis of Stress and Mental Well-being,” 2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET), Nagpur, India, 2024, pp. 1-6, doi: 10.1109/ICICET59348.2024.10616359.
  • Gagandeep Kaur et al., “The Impact of Gamification Across Different Educational Contexts,” 2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024, pp. 1-7, doi: 10.1109/ICIPTM59628.2024.10563427.
  • Gagandeep Kaur et al., “An Empirical Analysis Of Cloud Platforms For High Performance Computing,” 2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024, pp. 1-6, doi: 10.1109/ICIPTM59628.2024.10563442.
  • Gagandeep Kaur et al., “Comparison of Different Machine Learning Algorithms for Predictive Maintenance,” Proceedings of IEEE Conference – International Conference for Advancement in Technology (ICONAT), Goa, India, 2023.
  • Gagandeep Kaur et al., “AI/ML Sentiment Analysis Model for Medical Chatbot: A Review,” 2022 Algorithms, Computing and Mathematics Conference (ACM), Chennai, India, 2022.
  • Gagandeep Kaur et al., “Comprehensive Review on Digital Image Forgery Detection Methods,” 1st International Conference on Recent Advances in Computing Sciences (RACS-2022), Punjab, India, 2022.
  • Gagandeep Kaur et al., “Comparison of Different Machine Learning Algorithms for Sentiment Analysis,” Proceedings of IEEE Conference – International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), Erode, India, 2022.
  • Gagandeep Kaur et al., “An In-Depth Survey on Massive Open Online Course Outcome Prediction,” Proceedings of ICCCMLA, Springer, 2020.

Scopus Indexed Book Chapters

  • Gagandeep Kaur et al., “Retail Sales Forecasting Using Machine Learning Techniques.” In: AI-Enhanced Skills Transformation for Economic Growth, IGI Global Scientific Publishing, USA, 2026. DOI: 10.4018/979-8-2600-0116-5.ch006.
  • Gagandeep Kaur et al., “Jute Bags as a Catalyst for Green Solutions: A Comparative Study of Environmental Benefits.” In: Impacts of Entrepreneurial Innovation in Economic, Social, and Environmental Sustainability, IGI Global Scientific Publishing, USA, 2026. DOI: 10.4018/979-8-3373-7391-1.ch011.
  • Gagandeep Kaur et al., “Snackbit: The Intersection of AI and Food Choice for Smarter Snacking.” In: Strengthening Industrial Quality Control With AI Applications, IGI Global Scientific Publishing, USA, 2026. DOI: 10.4018/979-8-3373-9725-2.ch010.
  • Gagandeep Kaur et al., “Novel CBIR System for Color Logo Image Retrieval by Feature Fusion Technique.” In: Lecture Notes in Electrical Engineering (LNEE, Volume 1280), Springer, February 2025.
  • Gagandeep Kaur et al., “Comparison of Machine Learning and Deep Learning Algorithms for Diabetes Prediction Using DNA Sequences.” In: Genomics at the Nexus of AI, Computer Vision, and Machine Learning, September 2024.
  • Gagandeep Kaur et al., “AI Applications in Analyzing Gene Expression for Cancer Diagnosis: A Comprehensive Review.” In: Genomics at the Nexus of AI, Computer Vision, and Machine Learning, September 2024.
  • Gagandeep Kaur et al., “Exploring the Role of AI in Overcoming Women’s Sexual and Reproductive Wellbeing Barriers.” In: Wearable Devices, Surveillance Systems, IGI Global, March 2024.
  • Gagandeep Kaur et al., “Design of a Sensor-Based Door Opening and Closing System Using Arduino for Women’s Safety.” In: AI Tools and Applications for Women’s Safety, IGI Global, January 2024.
  • Gagandeep Kaur et al., “Entrepreneurial Development and Dynamics: A Comprehensive Review.” In: Popkova, E.G. (ed.) Smart Technologies and Innovations in E-Business. IGI Global Scientific Publishing, 2024, pp. 92–109. DOI: 10.4018/978-1-6684-7840-0.ch006.

Published Patents

  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR COMPREHENSIVE FLOOD RISK ASSESSMENT, Application Number: 202521125313 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME PARKING SPACE MANAGEMENT AND ENVIRONMENTAL MONITORING USING IOT TECHNOLOGY, Application Number: 202521125526 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME ENVIRONMENTAL MAPPING AND LOCALIZATION USING RGBD DATA, Application Number: 202521125533 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR CONTACTLESS ATTENDANCE MANAGEMENT USING FACIAL RECOGNITION AND MASK DETECTION, Application Number: 202521125535 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR PERSONALIZED DIETARY MANAGEMENT USING ARTIFICIAL INTELLIGENCE-BASED FOOD LABEL ANALYSIS, Application Number: 202521125539 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME POSE CORRECTION USING COMPUTER VISION AND MULTILINGUAL VOICE INTERACTION, Application Number: 202521125540 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME DRIVER DROWSINESS DETECTION USING INFRARED SENSOR-BASED EYE CLOSURE MONITORING, Application Number: 202521125541 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR PREDICTING ACADEMIC PERFORMANCE USING ENSEMBLE MACHINE LEARNING ARCHITECTURE, Application Number: 202521125542 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME FAKE NEWS DETECTION USING BIDIRECTIONAL TRANSFORMER EMBEDDINGS AND ENSEMBLE CLASSIFICATION, Application Number: 202521125544 A (Patent published in January 2026).
  • Gagandeep Kaur et al., SYSTEM AND METHOD FOR REAL-TIME OPTIMIZATION OF VEHICLE DYNAMICS USING EDGE-BASED OBJECT DETECTION, Application Number: 202521128422 A (Patent published in January 2026).
  • Gagandeep Kaur et al., IMAGE SIMILARITY MEASUREMENT WITH LOCAL TRANSFORM BASED SIMILARITY METRIC, Application No. 202421016113 (Patent published in March 2024).

Sponsored Research Projects Undertaken

  • Symbiosis International (Deemed University), Pune –
    “Exploring the Effectiveness of Nature-based Solutions for Improving the Heat Stress Situation in Chandrapur Region of Maharashtra, India”,
    Rs. 1,50,000/-, 15 months, Principal Investigator.

Seminars / Workshops / Conferences Attended

  • Participated in TCS APEX FDP “AI Immersive Day” on “Immersed in AI Innovation”, held on 04 February 2026, organized by Tata Consultancy Services (TCS).
  • Participated in APEX Faculty Development Program on “Artificial Intelligence (AI)” and was recognized as a mentor in AI, conducted by Tata Consultancy Services (TCS), from 18 August 2025 to 17 September 2025.
  • Participated in Faculty Development Programme on “Internationalization of Higher Education – A Strategic Foresight”, conducted in multiple sessions from 20–24 January 2026, jointly organized by AIU–SIU Academic and Administrative Development Centre (AADC) and Symbiosis Teaching Learning Resource Centre.
  • Participated in six days AICTE Training and Learning (ATAL) Academy Faculty Development Programme on “Empowering Educators to Lead Sustainable Development: Integrating SDGs into Business Education” at Symbiosis International (Deemed to be) University, from 20 January 2025 to 25 January 2025.
  • Participated in Faculty Development Programme on “Role of LaTeX in Scientific Writing”, jointly organized by Symbiosis Law School, Nagpur and Symbiosis Teaching Learning Resource Centre, on 25 March 2023.

Conferences Attended

  • OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 5.0 (2025), organized by O.P. Jindal University, Raigarh, Chhattisgarh.
  • 2025 International Conference on Automation and Computation (AUTOCOM), organized by the Department of Computer Science & Engineering, Graphic Era Hill University, Dehradun, and technically co-sponsored by IEEE Uttar Pradesh Section.
  • International Conference on Emerging Trends in Engineering & Technology–Signal and Information Processing (ICETET-SIP) (2025), organized by the Department of Electronics & Telecommunication Engineering, Department of Electronics Engineering and Department of Information Technology, G.H. Raisoni College of Engineering, Nagpur.
  • International Conference on Electrical Energy Systems (ICEES) (2024), organized by SSN College of Engineering, Chennai.
  • International Conference on Technological Innovations and Advance Computing (TIACOMP) (2024), held at Bali, Indonesia.
  • International Conference on Innovations and Challenges in Emerging Technologies (ICICET) (2024), organized by the Department of Data Science, IoT & Cyber Security, G.H. Raisoni College of Engineering, Nagpur, and technically sponsored by IEEE.
  • International Conference on Innovative Practices in Technology and Management (ICIPTM) (2024), organized at Amity University, Noida.
  • IEEE International Conference on Advanced Infocomm Technology (ICAIT) (2024), hosted by South-Central Minzu University, China.
  • International Conference for Advancement in Technology (ICONAT) (2023), organized by Rajarambapu Institute of Technology, Rajaramnagar, in association with IEEE Bombay Section.
  • 2022 Algorithms, Computing and Mathematics Conference (ACM), Chennai, organized by the Advanced Computing Research Society.
  • International Conference on Recent Advances in Computing Sciences (RACS-2022), organized by the School of Computer Application, Lovely Professional University, Jalandhar, Punjab.
  • 2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), Erode, Tamil Nadu.
  • International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA) (2020), held in Goa, India.

Expert Talks / Invited Lectures / Seminars / Workshops / Conferences Organized / Conducted

  • Served as Resource Person for a One-Week AICTE ATAL–Sponsored Faculty Development Programme (FDP) on “Data Science with Python” organized by Shri Mathuradas Mohota College of Science, Nagpur in Dec 2025.
  • Organized FDP on “Outcome-Based Education & Accreditation” in offline mode from 3rd to 7th March 2025 at Symbiosis Institute of Technology, Nagpur.
  • Served as a Resource Person for a Faculty Development Programme (FDP) on “Research Paper Writing,” organized by Shri Mathuradas Mohota College of Science, Nagpur, in November 2024.