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Mukesh Patel School of Technology Management and Engineering

Assistant Professor

  • Ph.D. (Computer Science and Engineering) – Amity University, Jaipur, Rajasthan, India
  • M.E. (Computer Science and Engineering) – JSPM’S BSIOTR, Wagholi, SPPU, Pune
  • B.E. (Computer Science and Engineering) – BATU (Formerly NMU)

Area of Interest: Machine Learning, UI/UX, Networking, Data Analysis.

Email: deepti.barhate@nmims.edu

Work Experience: 14+ years

• 01 Year : Trainee Engineer – in IMRB international, Pune (Since June 2010 to June 2011)
• 04 Years – Academic experience as an Assistant Professor at G.H.Raisoni College of Engineering ,Jalgoan (July 2011 to August 2014 onwards).
• 02 Years – Academic experience as an Assistant Professor at Gharda Institute of Technology ,Lavel ,Chiplun (September August 2014 to August 2016 onwards).
• 8+ Years – Academic experience as an Assistant Professor at SVKM’s NMIMS MPSTME Shirpur Campus (September 06 ,2016 onwards).

Research and Publications
International Journal papers
  1. Barhate D, Pathak S, Singh BK, Jain A, Dubey AK. A systematic review of Machine Learning and Deep Learning Approaches in Plant Species Detection. Smart Agricultural Technology. 2024 Oct 17:100605.
  2. Barhate D, Pathak S, Dubey AK. Hyper parameter-tuned batch-updated stochastic gradient descent: Plant species identification by using hybrid deep learning. Ecol Inform. 2023 Jul 1;75:102094.
  3. Nemade V, Pathak S, Dubey AK, Barhate D. A review and computational analysis of breast cancer using different machine learning techniques. Int J Emerg Technol Adv Eng. 2022;12(3):111-8.
  4. Barhate D, Pathak S, Dubey AK. A deep learning methodology for plant species recognition using morphology of leaves. ASEAN Eng J. 2023 Oct 24;13(4):95-102.
  5. Jain A, Khandelwal R, Khandelwal S, Barhate D. Reception secure authentication.
  6. Jhala D, Jariwala U, Barhate D. Review on smart supply chain management using IoT and machine learning. Int J Innov Res Sci Eng Technol. 2019;42.
  7. Paper on career guidance using online aptitude test. Int J Sci Res Dev. 2020 April; ISSN 2321-0613.
  8. Entitled paper “Analysis of Watermarked Video Data for Authentication, Authorization and Data Protection” is published in Int J Adv Res Eng Manag. 2017;3(2):43-48. ISSN: 2456-2033.
  9. Entitled paper “An Approach Towards Mining of Comparable Entity with the Use of Comparative Question” is presented in Int J Futur Res. 2014 Nov 26;2(3):IJIFR/V2/E3/036. ISSN (Online): 2347-1697.
  10. Entitled paper “Mining of Comparable Entity with the Use of Comparative Question” is presented in Int J Eng Res Gen Sci. 2015 Jul-Aug;3(4):ISSN 2091-2730.

STTPs/Workshops Attended
Courses and Certifications

  1. Predictive Modeling Fundamentals I – SkillsBuild (IBM Developer Skills Network), IBM SkillsBuild, June 19, 2025.
  2. Tools for Data Science – IBM (Coursera), June 18, 2025
  3. Data Visualization and Dashboards with Excel and Cognos – Coursera Project Network, May 7, 2024
  4. Computer Networks and Internet Protocol – NPTEL, 12 weeks, April 20, 2024
  5. Deep Learning with PyTorch: Image Segmentation – Coursera Project Network, February 10, 2024
  6. Work with Components in Figma – Coursera Project Network, January 11, 2024
  7. Basic Image Classification with TensorFlow – Coursera Project Network, November 2023
  8. The Bits and Bytes of Computer Networking – Google, 6 weeks, October 2, 2022
  9. Car Transport App in Figma – Coursera Project Network, December 7, 2022
  10. Python Basics – University of Michigan (Coursera), 5 weeks, July 4, 2022
  11. Excel Basics for Data Analysis – IBM (Coursera), 5 weeks, June 9, 2022
  12. Introduction to Data Analysis Using Excel – Rice University (Coursera), 4 weeks, April 11, 2022
  13. HTML, CSS, and JavaScript for Web Developers – Johns Hopkins University (Coursera), 8 weeks, February 9, 2022
  14. Introduction to Data Analytics – IBM (Coursera), 5 weeks, December 23, 2021
  15. Introduction to Artificial Intelligence (AI) – IBM (Coursera), 8 weeks, January 8, 2021
  16. Programming for Everybody (Getting Started with Python) – University of Michigan (Coursera), 8 weeks, May 19, 2020
  17. User-centric Computing for Human-Computer Interaction – NPTEL IIT Kharagpur, Jan–Mar 2020
  18. Certified FDP on Programming for Everybody (Getting Started with Python) – Coursera, 4 weeks
  19. Certified FDP on Python Data Structures – Coursera
  20. Certified FDP on COVID-19 Contact Tracing – Coursera
  21. Spoken Tutorial on R Programming – Galgotia’s University, Jan 2020 semester
  22. Design a Mobile App Interface with Moqups – Coursera Project Network, January 23, 2024

Faculty Development Programmes (FDPs)

  1. ATAL FDP on Statistical Data and Analytics – VIT Pune, Jan 13–18, 2025
  2. ATAL FDP on 3D Printing – MPSTME Shirpur, Dec 9–14, 2024
  3. AICTE ATAL FDP: Object Detection and Recognition Using Deep Learning Techniques – KL Deemed to be University, Nov 8–12, 2021
  4. AICTE ATAL FDP: Data Sciences – Hindustan College of Engineering and Technology, Nov 2–6, 2020
  5. FDP on Machine Learning and Data Analysis Using Python – IIT Roorkee (Electronics and ICT Academy), May 6–14, 2020
  6. 3-Day FDP – G.H. Raisoni, Jalgaon – Date not specified

NPTEL Courses

  1. Human-Computer Interaction – April 2020, 8 weeks
  2. Software Engineering – Sept 2019, 8 weeks
  3. Introduction to Soft Computing – March (year not specified), 12 weeks

Workshops & Training

  1. 1-Day Workshop on LaTeX – Conducted at SVKM NMIMS for Faculty
  2. 1-Day Workshop on Language – Word Worth Language Lab, SVKM’s NMIMS Shirpur, Dec 19–20, 2016
  3. 2-Day Workshop on Pedagogy – GIT, Lavel, Khed (2015–16)

Conferences Attended
International Conferences

  • Barhate D, Rane K, Nemade V. Smart Water Management. April 2025, ICSBPIM, Christ University, Delhi NCR.
  • Barhate D, Rane K, Nemade V. BLOSSOM NET: Advancements in Deep CNN for Automated Floral Recognition. Feb 2024, ICDTV 2030, Shirpur.
  • Nemade V, Fegade V, Barhate D. Deep Learning for Detection and Classification of Rice Variety. Feb 2024, ICDTV 2030, Shirpur.
  • Barhate D, Pathak S, Dubey AK, Nemade V. Cohort Study on Recognition of Plant Species Using Deep Learning Methods. Journal of Physics: Conference Series, May 2022 (Vol. 2273, No. 1, p. 012006). IOP Publishing.
  • Barhate DA, Rane KP. A Survey of Fingertip Character Identification in Open-Air Using Image Processing and HCI. 2018 3rd International Conference for Convergence in Technology (I2CT), Apr 6, 2018 (pp. 1–4). IEEE.
  • Barhate D, Nemade V. Comprehensive Study on Automated Image Detection by Using Robotics for Agriculture Applications. 2019 3rd International Conference on Electronics, Communication and Aerospace Technology (ICECA), Jun 12, 2019 (pp. 637–641). IEEE.
  • Nemade V, Pathak S, Dubey AK, Barhate D. Breast Mass Classification Using Convolutional Neural Network. In Intelligent System Design: Proceedings of INDIA 2022, Oct 28, 2022 (pp. 85–93). Springer Nature Singapore.
  • Jhala D, Ghosh S, Pathak A, Barhate D. Predicting Embryo Viability to Improve the Success Rate of Implantation in IVF Procedure: An AI-Based Prospective Cohort Study. In Computational Vision and Bio-Inspired Computing: ICCVBIC 2020, 2021 (pp. 383–400). Springer Singapore.
  • Barhate D, Pathak S, Dubey AK, Nemade V. DeepLeaf: Analysis of Plant Leaves Using Deep Learning. In Intelligent System Design: Proceedings of INDIA 2022, Oct 28, 2022 (pp. 115–123). Springer Nature Singapore.
  • Jhala D, Pathak A, Ghosh S, Barhate D. Predicting Chances of Live Birth in IVF Procedure Based on Day 3 Embryo Analysis and Patient Characteristics. 2021 International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications (CENTCON), Nov 19, 2021 (Vol. 1, pp. 23–26). IEEE.
  • Nemade V, Patil S, Barhate D. Various Techniques for Detection of Plant Diseases Using Data Mining Techniques. International Journal of Mechanical and Production Engineering Research and Development (IJMPERD), Special Issue, Aug 2018, pp. 20–25. ISSN (P): 2249-6890; ISSN (E): 2249-8001.
  • Barhate DA, Rane KP. A Survey on Fingertip Motion Detection in Air Using Image Processing and HCI. 2018 3rd International Conference for Convergence in Technology (I2CT), Pune, Apr 2018. IEEE Conference. Scopus Indexed.
  • Barhate D. Attended 2-day International Conference on Artificial Intelligence in Health Care, SPTP, SVKM’s NMIMS, Shirpur, Dec 2016–17.

National Conferences

  • Barhate D. Paper entitled “Zip It Up SMS: Path Breaking Model in Mobile Messaging” presented at the National Conference on Advanced Computer Network, organized by SKN Sinhgad Institute of Technology and Science, Lonavala, held on 17th–18th February 2015.
  • Barhate D. Paper entitled “E-Plant Identifier” published in the National Conference on Advanced Computer Network, organized by SKN Sinhgad Institute of Technology and Science, Lonavala, held on 17th–18th February 2015.
  • Barhate D. Attended 2-day conference “Post Graduate Symposium on Computer Engineering (cPGCON 2014)”, organized by the Department of Computer Engineering, Matoshri College, Nasik.

Extra/Co-Curricular Activities
Campus Level

  • Member of Woman Development Cell (Since 2018 to till date)
  • Member of Internal Complaint Committee
  • Member of Security Committee (AY 2017–2018)

School level

  • Member of Cultural Fest Coordinator
  • Member of Orientation Program Committee
  • Member of Alumni Meet Committee
  • Member of Flavium Duty Squad (Sports)

Department level

  • Mid Term Test Coordinator (2017 to 2022)
  • Website Coordinator
  • Placement Coordinator
  • Lab In-charge, Mentoring

LinkedIn Profile:
https://www.linkedin.com/in/deepti-barhate-238418201?originalSubdomain=in