Department
Computer Engineering
Designation
Assistant Professor
Qualification
Pursuing PhD
Experience
17 years
Interest Areas
Data Science & Analytics, Cloud Computing & Virtualization, Programming



Academic Profile :

Academic Profile :

  1. Accredited Instructor @ AWS Academy, APSIT Thane.

 

Global Certifications:

  1. Educator Training Certificate on AWS Academy Cloud Foundations
  2. The Complete Presentation and Public Speaking/Speech Course on Udemy
  3. Certified in Python through Kaggle
  4. Excel Skills for Business: Intermediate I, an online non-credit course authorized by Macquarie University and offered through Coursera
  5. The Science of Well-Being, an online non-credit course authorized by Yale University and offered through Coursera
  6. Introduction to Child Psychology, an online course on Udemy
  7. Web Design for Beginners: Real World Coding in HTML & CSS, an online course on Udemy
  8. Project Management Level One, an online course on Udemy
  9. AWS Essentials, an online course on Udemy by Linux Academy
  10. AWS Concepts, an online course on Udemy by Linux Academy
  11. R Programming A-Z™: R For Data Science With Real Exercises!, an online course on Udemy
  12. Neural Networks for Machine Learning, an online non-credit course authorized by University of Toronto and offered through Coursera
  13. C++ Programming Language, Concourse Institute
  14. Programming Language, KICIT, Yashwant Kanetkar's Institute

 

Publications:

PATENT:

Tittle: “AI DRIVEN EVALUATION OF TEACHING LEARNING PROCESS USING MULTI-MODAL DATA”

Design Number: 501122-001

Published in: The Indian Patent Journal Dated: 07/05/2026

COPYRIGHT:

  1. Tittle: “Implementing Fitness Application With Artificial Intelligence using Augmented Reality”

Indian Copyright Registration Number: SW-2025021396

Published in: The Indian Copyright Registration No.: SW-2025021396 Dated: 18/08/2025

  1. Tittle: “Implementing Smart attentiveness Tracking System Based On Smart Watch & Machine Learning”

Indian Copyright Registration Number: SW-2025021185

Published in: The Indian Copyright Registration No.: SW-2025021185 Dated: 06/08/2025

BOOKS AUTHORED:

  1. Deepali D. Kayande, S. S. Chauhan, P. N. Ahirwar, and A. G. Mhatre, AI and IoT for Industry 5.0: Intelligent Manufacturing and Smart Automation, 1st ed. India: Technical Press, 2026, p. 243. doi: 10.5281/zenodo.21483025.

Awards & Achievements:

  • Co-HoD, Department of Computer Engineering
  • Reviewer for Elsevier Open Access Journal MethodsX 
  • Reviewer for The Cureus Journal Series Team
  • Reviewer in the International Conference on AI-Driven Engineering & Technology (AIDCon-2025) held at St. Vincent Pallotti College of Engineering & Technology, Nagpur, Maharashtra, India on 12th & 13th December, 2025.
  • Reviewer for Elsevier Open Access Journal of Social Impacts
  • Evaluator for Smart India Hackathon (SIH-2024, 2025 and 2026).
  • Jury Member of Hackathon of CSE Data Science Department
  • Paper Setter for Vivekanand Education Society's INSTITUTE OF TECHNOLOGY (VESIT)

Paper Publications:

Journal Papers:

  1. Kayande, D., Kukreja, S. “Multimodal Deep Fusion with Hybrid Temporal Attention Networks for Enhanced Academic Performance Prediction and Behavior Analysis”. SN COMPUT. SCI. 6, 888 (2025). https://doi.org/10.1007/s42979-025-04438-8 
  2. Deepali Kayande, Swetta Kukreja, “Design of an integrated multi-modal machine learning framework for real-time student engagement evaluation and learning outcome optimizations”, MethodsX, Volume 15, 2025, 103588, ISSN 2215-0161, https://doi.org/10.1016/j.mex.2025.103588
  3. Deepali Kayande, Nikita Joshi, Abhishek Singh, Omkar Bhanushali, Rishikesh Datar, “Diabetes Prediction Model”, International Journal for Research in Applied Science & Engineering Technology (IJRASET) ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538 Volume 10 Issue VII July 2022 
  4. Deepali Kayande, Avishkar Sudharma Dalvi, Riddhi Jagdish Narkar, Soumyojyoti Jyotirmoy Dutta,Vedang Nilesh Gore, “Handwritten Text Recognition using CRNN”, International Journal for Research in Engineering Application & Management (IJREAM), ISSN : 2454-9150 Vol-08, Issue-02, MAY 2022
  5. Deepali Kayande, Urmila Shrawankar, “Priority Based Pre-emptive Task Scheduling for Android Operating System” , International Journal of Computer Science and Telecommunications, 2011

International Conferences:

  1. Kayande, D. and Kukreja, S. (2025). Smartwatch-Enabled Data Analytics for AI-Based Evaluation of Teaching and Learning Processes. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 367-373. DOI: 10.5220/0013592600004664 
  2. Kayande, D. and Kukreja, S. (2025), Physiological Data-Driven Insights into Student Engagement: A Smartwatch Approach, 7th International Conference on Communication and Computational Technologies (ICCCT 2025) Organized by National Forensic Sciences University Goa Campus, India Florida International University, Miami, FL, USA Technically Sponsored by Soft Computing Research Society February 14-15, 2025
  3. Kayande, D. and Kukreja, S. (2025). “AI-Driven Multimodal Attentiveness Monitoring: A Real-Time System Validated Through a Controlled Classroom Trial”, 3rd INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN COMPUTATIONAL TECHNIQUES-2025, Amity School of Engineering and Technology, Mumbai, Nov 14, 2025
  4. Kayande, D., Tanishka Dadhe, Praniti Ahire and Lamish Ansari (2025). “A Smart Expense Management Model Leveraging OCR and Intelligent Data Processing”, 3rd INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN COMPUTATIONAL TECHNIQUES-2025, Amity School of Engineering and Technology, Mumbai, Nov 14, 2025
  5. Kayande, D. and Kukreja, S. (2025), Exploring Attention and Engagement Detection: A Survey on Techniques and Applications,  International Conference RBUCON.Computing'25: Future Computing Technologies for Societal Development. Ramdeobaba University Nagpur, 20-22 February 2025
  6. D. Kayande, M. Chougule, S. Bagul, M. Gharat, and S. Malve, "ProctoXpert – An AI Based Online Proctoring System," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024, pp. 1-8, doi: 10.1109/INOCON60754.2024.10511868.
  7. D. Kayande, S. Malave, A. Jagtap, O. Ghaduse, V. Bhosale and T. Choudhari, "Smartserve – Leveraging Generative AI for Multifaceted Services," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024, pp. 1-8, doi: 10.1109/INOCON60754.2024.10511910. 
  8. Deepali Kayande, Denvin Davis, Deepankar Gupta, Xytus Vazacholil, Dipti Jadhav, “R-CTOS: Real-Time Clothes Try-on System Using OpenCV”, 2nd Asian Conference on Innovation in Technology (ASIANCON), Pune, India. Aug 26-28, 2022
  9. R. Crasto, L. Dias, D. Miranda and D. Kayande, "CareBot: A Mental Health ChatBot," 2021 2nd International Conference for Emerging Technology (INCET), 2021, pp. 1-5, doi:10.1109/INCET51464.2021.9456326.
  10. A. Kumbhar, J. Nicholas, S. Tom and D. Kayande, "Assessing Industrial Readiness of Students by Leveraging Soft Skill Parameters," 2021 2nd International Conference for Emerging Technology (INCET), 2021, pp. 1-5, doi: 10.1109/INCET51464.2021.9456405.
  11. Deepali Kayande, Nitin Kumar, Padmesh Naik, Nikhil Raina, “Image Forgery: Detection of Manipulated Images using Neural Network ”, e-IC-RACT 2020, Amity School of Engineering and Technology, Amity University, Mumbai
  12. Priyanka Salian , Deepali Kayande, Amiya Kumar Tripathy, “Social Inputs Analysis Targeting an Individual and Group”, Springer International Conference on Wireless Communication 2019
  13. D. Kayande, S. Saldanha, S. Sunny and B. Alphonso, "BUS-TAP: A NFC based travel application," 2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI), 2017, pp. 2929-2933, doi: 10.1109/ICPCSI.2017.8392261.
  14. D. Kayande, E. Rebello, S. Sharma and M. Tandel, "Overview of a payment solution for NFC-Enabled Mobile phones," 2016 International Conference on ICT in Business Industry & Government (ICTBIG), 2016, pp. 1-4, doi: 10.1109/ICTBIG.2016.7892685.
  15. A. K. Tripathy, D. Kayande, J. George, J. John and B. Jose, "Wi lights — A wireless solution to control headlight intensity," 2015 International Conference on Technologies for Sustainable Development (ICTSD), 2015, pp. 1-5, doi: 10.1109/ICTSD.2015.7095866.
  16. D. Kayande and U. Shrawankar, "Performance analysis for improved RAM utilization for Android applications," 2012 CSI Sixth International Conference on Software Engineering (CONSEG), 2012, pp. 1-6, doi: 10.1109/CONSEG.2012.6349500.
  17. Deepali Kayande, “LBS and GIS technology support and applications present on Android platform”,International Conference on “Recent Trends in Engineering, Technology and Management”, Bundelkhand Institute of Engineering and Technology (BIET), Jhansi, 2011
  18. Deepali Kayande, Urmila Shrawankar, “SMS Lingo: Memory Storage Optimization Utility for Mobile Phones”, Annual Symposium, Emerging Application of ICT in Utilities, IEEE Bangalore Section, 2011
  19. Deepali Kayande, Urmila Shrawankar, “SMS LINGO: A HYBRID TEXT COMPRESSION TECHNIQUE FOR MOBILE STORAGE UTILIZATION”, International Conference on Advances in Modeling, Optimization and Computing (AMOC-2011), IIT Roorkee R-CTOS: Real-Time Clothes Try-on System Using OpenCV, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9909352

National Conferences:

  1. Deepali Kayande, Jignyasa Sanghvi, “Performance Analysis of Mobile Memory Optimization Techniques”, NCIPET 2013, Nagpur, India Technically sponsored by IETE, in association with IJCA
  2. Deepali Kayande, Jignyasa Sanghvi, “Content Based Image Retrieval (CBIR) System for Diagnosis of Blood Related Diseases”, NCIPET 2013, Nagpur, India Technically sponsored by IETE, in association with IJCA

Course Completions through Industrial Collaborations @ APSIT Thane:

  1. IBM Skillbuilds class: Data Analytics with Cognos, Introduction to Generative AI
  2. Red Hat OpenShift I: Containers & Kubernetes (DO180)
  3. Zscaler: Fundamentals of Cybersecurity (EDU-102), Zscaler Zero Trust Associate (ZTCA) Certification

 

Course Completions through Academic Initiatives @ APSIT Thane:

  • NPTEL
    1. Learning Analytics Tools, 
    2. Business Intelligence & Analytics, 
    3. Python for Data Science

 

Projects Guided (APSIT):

  • Title: Explainable AI based Loan Approval and Fairness Assessment Platform
  • Title: TrustScale: A Byzantine-Resilient, Self-Defending Predictive Load Balancing Framework
  • Title: ML-based intelligent prioritization of web vulnerabilities from OWASP ZAP alerts
  • Title: ML-driven virtual interview preparation and evaluation engine
  • Title: AI-Driven Platform to Automate and Assist Scrum Master Duties Across Agile Sprints
  • Title: Cloud based data engineering pipeline
  • Title: Billwise: Smart expense tracker using OCR and ML
  • Title: Machine Learning-Based Intrusion Detection System
  • Title: CVINSIGHT: Smart resume analysis tool for skills, grammar, and ATS readiness
  • Title: Grievance Redressal System
  • Title: Virtual Banking System
  • Title: Implementing Fitness Application with Artificial intelligence  using Augmented Reality 
  • Title: Implementing Smart Attentiveness Tracking System based on Smart Watch & Machine Learning
  • Title: Attendify: Attendance Management System
  • Title: GlobeXplore: Online Traveling Agent 
  • Title: Farmer Trading App
  • Title: Edly: An E-Learning Platform
  • Title: Rainfall Prediction System
  • Title: Proctoxpert
  • Title: SmartServe
  • Title: Helix
  • Title: Career Guidance
  • Title: Attendease
  • Title: Room-mate App
  • Title: Tours & Travel Management
  • Title: Restaurant Booking Website
  • Title: Detection System using background subtraction and object detection 
  • Title: Logistics Management System
  • Title: HealthyBuddies
  • Title: Hospital Management System
  • Title: DoctorOnClick medicine information page
  • Title: Blood donation App
  • Title: Blockchain-based cryptocurrency
  • Title: Web 3.0 Crowdfunding
  • Title: AntiBug (malware detection using machine learning)

 

Workshops Delivered/ Organized/ Attended

 Delivered:

  1. Resource Person – IEEE & ISTE Approved one week STTP/FDP on "Modern Application Lifecycle: From Architecture to Cloud Deployment", Date (22-06-2026 to 26-06-2026).
  2. Delivered expert lecture on “Emerging Trends in Data Mining with Artificial Intelligence” held on 10th November 2025 from 4:00 PM to 5:00 PM, for Computer Engineering Students, Amity School of Engineering and Technology.
  3. Conducted a hands on session for Computer Engineering Faculties, Don Bosco Institute of Technology on 'Creating your own Website using the Google Site' on 28th September 2019.
  4. Conducted a session for Computer Engineering Second Year Students, Don Bosco Institute of Technology on 'Effective Communication Skills’ on 24th September 2021.
  5. Conducted a hands on session for Second Year Computer Engineering Students, Don Bosco Institute of Technology on '“Design Approach for data handling using Java GUI”

Organized:

  1. Organized an online Webinar on 'Mindfulness' on 4th July 2020 on behalf of the Cultural Committee, Don Bosco Institute of Technology for the college faculties
  2. Organized an online Webinar on 'Language Acquisition with AI Agents in Immersive Environments' on 18th June 2020 under 'Gain Momentum: Unlock Your Potential', a webinar series conducted by the Department of Computer Engineering Department, Don Bosco Institute of Technology from 14th June 2020 to 21st June 2020
  3. Part of organizing team for “Symposium on Geospatial Intelligence” by IEEE GRSS Bombay Chapter held on 3rd and 4th Dec 2021

STTPs & FDPs attended:

  • Participated in the TECHNICALLY SPONSORED IEEE & CIS ONE WEEK FACULTY DEVELOPMENT PROGRAM (FDP) FROM 01/07/26 to 07/07/26 on “Generative AI and Large Language Models for Teaching, Research and Industry Applications” organized by A. P. Shah Institute of Technology Department of CSE (Data Science) Thane, Maharashtra, India.
  • Participated and completed successfully 6 Days AICTE Training & Learning (ATAL) Academy - EduSkills Faculty Development Program (FDP) on "Zscaler Zero Trust Cloud Security" hosted by A. P. Shah Institute of Technology from 12th Jan 2026 to 17th Jan 2026.
  • Successfully completed the AI Pragyan: ज्ञाज्ञानस्य नूनूतनंनं रूपम्म् – Faculty Development Program on Generative AI held from November 12, 2025 – December 04, 2025. This program was organized & delivered by SmartBridge in collaboration with IBM SkillsBuild to enhance technical competencies & pedagogical skills of Educators.
  • Participated in the 5 day Faculty Development Program on “Fundamentals of Remote Sensing and Smart Materials: A Synergistic Approach” Organized by Amity School of Engineering and Technology, Amity University Mumbai from 11th to 18th August, 2025.
  • Successfully completed the ISTE approved Self-Financing Faculty Development Program on “Industry Practices with DevOps and Emerging AI Tools” held during 01.07.2025 to 05.07.2025 organized by St.Francis Institute of Technology, Mumbai, Maharashtra.
  • Successfully completed the ISTE approved Self-Financing Faculty Development Program on “Generative AI and Prompt Engineering: The Future of Intelligent Systems” held during 08.12.2025 to 13.12.2025 organized by Thakur College of Engineering & Technology, Kandivali (E) , Mumbai, Maharashtra.
  • One Week (6 days) Short Term Training Programme (STTP) on “AIML in Finance: Applications, Innovations, and Future Trends” organized by Fr. C. Rodrigues Institute of Technology, Vashi from 9th to 14th June 2025.
  • Successfully participated & completed AICTE Training And Learning (ATAL) Academy Faculty Development Program on Deep Learning and It`s Applications at Shah & Anchor Kutchhi Engineering College from 16/12/2024 to 21/12/2024.
  • Successfully participated & completed AICTE Training And Learning (ATAL) Academy Faculty Development Program on Next-Gen Computing: Advances in HPC and Quantum Technologies for Data-Driven Insights at JAWAHAR EDUCATION SOCIETY'S A. C. PATIL COLLEGE OF ENGINEERING from 09/12/2024 to 14/12/2024.
  • Successfully completed 1 week online Hands-On National Level STTP on“Deep Learning and Big Data Analytics Tools” from 8/7/24to 12/7/24 held at DMCE,Airoli.
  • Participated & completed AICTE Training And Learning (ATAL) Academy Faculty Development Program on CloudOps Unleashed: Scaling Applications through DevOps and Cloud at VIVEKANAND EDUCATION SOCIETY'S INSTITUTE OF TECHNOLOGY from 01/01/2024 to 06/01/2024.
  • Successfully completed ISTE approved SF-STTP/FDP Programme on “Research Avenue in Engineering” held during 06.11.2023 to 10.11.2023 organized by Bharati Vidyapeeth College of Engineering, Navi Mumbai, Maharashtra.
  • Successfully completed 5 Days online ISTE STTP on “Research Avenues in Engineering”. This STTP was organized by Department of Instrumentation Engineering, BVCOE, Navi Mumbai during 30th October to 3rd November 2023.
  • Participated in ISTE Approved Six Days Short Term Training Programme (STTP) “Building Solutions Using No Code AI and Machine Learning ” Conducted during 02 January to 07 January, 2023 organised by Department of Computer Engineering, Thakur College of Engineering and Technology
  • Completed the Faculty Development Program on Data Science – ML&AI from 20th June 2022 to 24th June 2022 organized by E & ICT Academy, IIT Kanpur 
  • A 6-day online  AICTE Training And Learning (ATAL) Academy approved Faculty Development Program on "Cyber-Risk and Security" from 14-12-2021 to 20-12-2021 at RAIT, Nerul, Navi Mumbai, India.
  • A 5-day online  AICTE Training And Learning (ATAL) Academy approved Faculty Development Program on "Designing Intelligent systems" from 5-7-2021 to 9-7-2021 at the Indian Institute of Information Technology, Nagpur, India.
  • One Week AICTE-ISTE Sponsored Refresher Programme (Phase III) on "Data Structure and Algorithms using Python”, from 18th May 2021 to 25th May 2021 in online mode organized by the Department of Information Technology (IT) of Priyadarshini Institute of Engineering & Technology (PIET), Nagpur
  • A 5-day online ISTE approved  STTP on “Smart Computing” conducted by D J Sanghvi College of Engineering from 12th to 16th July 2021.
  • A 3-day online Faculty Development Program on Research Funding Projects & IPR conducted by K.C College of Engineering and Management Studies and Research, Thane from 7th June to 9th June 2021.
  • A 3-day online Faculty Development Program on Interactive-Impactful E-Learning Techniques conducted by the Department of Computer Engineering, K.C College of Engineering and Management Studies and Research, Thane from 18th to 20th July 2020.
  • A 5-day online Faculty Development Program on Data Visualization using Tableau conducted by the Department of Computer Applications, DAYANANDA SAGAR COLLEGE OF ARTS, SCIENCE AND COMMERCE, BENGALURU during 8-12 June 2020.
  • A 5-day online Faculty Development Program on Disruptive Technologies of Industry 4.0 organized by Department of Computer Engineering, Fr. Conceicao Rodrigues College of Engineering, Mumbai from 30th May to 3rd June 2020.
  • One week online Faculty Development Program on DATA SCIENCE organized by Department of Information Technology, Fr. Conceicao Rodrigues College of Engineering, Mumbai from 26th May to 30th May, 2020
  • A one-day Hands-on Lab Session on Cloud Computing Technologies on 7-02-2020, K J Somaiya Institute of Technology, Sion
  • A 5-day Faculty Development Program on Data Science and Big Data Analytics conducted by ICT Academy from 02-12-2019 to 06-12-2019 at A.P. Shah Institute of Technology
  • Attended one-day Faculty Development Programme at TCS, Mumbai in 2019
  • Attended five day Short Term Training Programme on Machine Learning Applications for Spatio Temporal Data Analytics approved by IEEE GRSS in 2019
  • Attended five-day Induction Programme on Open Source Technologies for Engineering Education approved by AICTE-ISTE in 2018
  • Seminar on Highlights of National Assessment and Accreditation Council (NAAC) at Don Bosco Institute of Technology in 2018
  • Attended International Symposium on Science & Engineering for Sustainable Development at IIT, Mumbai organized by The Ohio State University in 2017