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Dr. Deepti Barhate

Assistant Professor

Ph.D (Computer Science and Engineering) from Amity University, Jaipur, Rajasthan India
M.E. (Computer Science and Engineering) from JSPM’S BSIOTR, wagholi, SPPU , PUNE
B.E. (Computer Science and Engineering) from BATU ,Former (NMU)

basant-mohanty

Area of Interest

Machine Learning, UI/UX, Networking, Data Analysis.

Work experience

  • 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

  1. ATAL FDP on Statastical Data and Anaylytics by VIT PUNE 13 jan 2025 to 18 jan 2025
  2. Atal 3d pritnting Organised by MPSTME shirpur ,9 Dec 2024 to 14 Dec 2024
  3. Data Visualization and Dashboards with Excel and Cognos, NA, May 7, 2024, Coursera Project Network
  4. Computer Networks And Internet Protocol, 12 weeks, April 20, 2024, NPTEL
  5. Deep Learning with PyTorch: Image Segmentation, NA, February 10, 2024, Coursera Project Network Work with Components in Figma, NA, January 11, 2024, Coursera Project Network
  6. Basic Image Classification with TensorFlow, NA, November 2023, Coursera Project Network The Bits and Bytes of Computer Networking, 6 weeks, October 2, 2022, Google
  7. Car Transport App in Figma, NA, December 7, 2022, Coursera Project Network
  8. Python Basics, 5 weeks, July 4, 2022, University of Michigan
  9. Excel Basics for Data Analysis, 5 weeks, June 9, 2022, IBM
  10. Introduction to Data Analysis Using Excel, 4 weeks, April 11, 2022, Rice University
  11. HTML, CSS, and JavaScript for Web Developers, 8 weeks, February 9, 2022, Johns Hopkins University
  12. Introduction to Data Analytics, 5 weeks, December 23, 2021, IBM
  13. Introduction to Artificial Intelligence (AI), 8 weeks, January 8, 2021, IBM
  14. Programming for Everybody, 8 weeks, May 19, 2020, University of Michigan
  15. User-centric Computing for Human-Computer Interaction, 8 weeks, January-March 2020, NPTEL IIT Kharagpur
  16. AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Object Detection and Recognition Using Deep Learning Techniques" from KL Deemed to be University, off campus, 5 days,
  17. 08/11/2021 to 12/11/2021, AICTE Training And Learning (ATAL) at KL Deemed to be University, off campus
  18. AICTE ATAL FDP on "Data Sciences" from Hindusthan College of Engineering and Technology, 5 days, 2020-11-02 to 2020-11-06, AICTE Training And Learning (ATAL) Hindusthan College of Engineering and Technology
  19. Certified FDP by Coursera on Programming for Everybody (Getting Started with Python) 4 week.
  20. Certified FDP by Courseraon Python Data Structures
  21. Certified FDP by Courseraon COVID-19 Contact Tracing
  22. Spoken Tutorial on R Programming organized by Galgotia’s University In January2020 semester,
  23. Spoken Tutorial Project, IIT Bombay, funded by the National Mission on Education through ICT, MHRD, Govt. of India.
  24. FDP on "Machine Learning and data Analysis Using Python”, conducted by Electronics and ICT academy, IIT Roorkee From 6 th May-14 th May 2020(online live instructor-led.
  25. NPTEL: Software Engineering Sept 2019, 8 weeks
  26. NPTEL: Introduction to soft computing "March ,12 weeks .
  27. Conducted 1 day LATEX workshop in SVKM NMIMS for Faculty
  28. Attended 1 day workshop on language conducted by word worth language lab organized by SVKM’s
  29. NMIMS Shirpur on 19 and 20 Dec 2016
  30. 2 days workshop on Pedagogy in GIT ,lavel,khed 2015-16 .
  31. 3 day FDP -Faculty Development Programme organized by G.H.Raisoni ,Jalgoan.
  32. NPTEL :-Human Computer interaction April 2020, 8 weeks
  33. Design a Mobile App Interface with Moqups, NA, January 23, 2024, Coursera Project Network

Conferences Attended

International Conferences

  1. Barhate D, Rane K, Nemade V. BLOSSOM NET: Advancements In Deep CNN For Automated Floral Recognition. Feb 2024, ICDTV 20230 Shirpur
  2. Nemade V, Fegade V, Barhate D. Deep Learning For Detection and Classification of Rice

Variety. Feb 2024, ICDTV 20230 Shirpur

  1. Barhate D, Pathak S, Dubey AK, Nemade V. Cohort Study on Recognition of Plant Species

Using Deep Learning Methods. In Journal of Physics: Conference Series, 2022 May 1 (Vol. 2273,No. 1, p. 012006). IOP Publishing

  1. Barhate DA, Rane KP. A Survey of Fingertip Character Identification in Open-Air Using Image Processing and HCI. In 2018 3rd International Conference for Convergence in Technology (I2CT),2018 Apr 6 (pp. 1-4).IEEE
  2. Barhate D, Nemade V. Comprehensive Study on Automated Image Detection by Using

Robotics for Agriculture Applications. In 2019 3rd International Conference on Electronics,

Communication and Aerospace Technology (ICECA), 2019 Jun 12 (pp. 637-641). IEEE

  1. Nemade V, Pathak S, Dubey AK, Barhate D. Breast Mass Classification Using Convolutional Neural Network. In Intelligent System Design: Proceedings of INDIA 2022, 2022 Oct 28 (pp. 85- 93). Springer Nature Singapore
  2. 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
  3. Barhate D, Pathak S, Dubey AK, Nemade V. DeepLeaf: Analysis of Plant Leaves Using Deep Learning. In Intelligent System Design: Proceedings of INDIA 2022, 2022 Oct 28 (pp. 115-123). Springer Nature Singapore.
  4. 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. In 2021 International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications (CENTCON), 2021 Nov 19 (Vol. 1, pp. 23-26). IEEE
  5. 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), ISSN (P): 2249-6890; ISSN (E): 2249-8001, Special Issue, Aug 2018, pp. 20-25
  6. Barhate DA, Rane KP. A Survey on Fingertip Motion Detection in Air Using Image Processing and HCI. In 2018 3rd International Conference for Convergence in Technology (I2CT), Pune, April 2018, IEEE conference, Scopus indexed
  7. Attended 2 days International Conference on "Artificial Intelligence in Health Care," SPTP, SVKM’s NMIMS, Shirpur, Dec 2016-17.

National Conferences

  1. Entitled Paper "Zip it up SMS path breaking model in mobile messaging” is presented in national conference on advanced computer network Organized by ,SKN Singhgad institute of technology and science lonavala, held on 17th and 18th FEB 2015
  2. Entitled Paper "E-plant identifier” is published in national conference on Advanced Computer Network Organized by ,SKN Singhgad institute of technology and science lonavala, held on 17th and 18th FEB 2015
  3. Attended 2 days’ conference on "Post Graduate Symposium on Computer Engineering cPGCON2014”
  4. Organized by 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 charges, Mentoring.

Official Email Id

deepti.barhate@nmims.edu

LinkedIn Profile:

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

           
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