Dr. Varsha Nemade

Area of Interest

Machine Learning, Deep Learning, Databases

Work experience

• Assistant Professor, SVKM’s NMIMS, MPSTME, Shirpur Campus, Maharashtra, India (2011-Present)
• Lecturer, SVKM’s NMIMS, MPSTME, Shirpur Campus, Maharashtra, India (2007-2011)
• Lecturer, A C Patil College of Engineering, Kharghar, Navi Mumbai (Jan-June 2007)

Professional Membership

 Life Member, Indian Society of Technical Education

Awards and Achievements

• Ranked in the top 5% in the AICTE-NPTEL course 'Computer Network and Internet Protocol' (Jan-Apr 2024)
• Ranked in the top 5% in the AICTE-NPTEL course 'Database Management System' (Aug-Sep 2018)
• BRONZE Partner faculty under Inspire – The Campus Connect Faculty Partnership Model  (2017)

Industrial Projects/Consultancy undertaken-

Research and Publications

Journal Publications

• Varsha Nemade, Sunil Pathak, Ashutosh Kumar Dubey, "Hybrid Deep Convolutional Neural Network Approach for Detecting Breast Cancer in Mammography Images," SSRG International Journal of Electrical and Electronics Engineering, vol. 10, 5, pp. 102-119, 2023. Crossref, https://doi.org/10.14445/23488379/IJEEE-V10I5P110 (Scopus)
• Nemade V, Pathak S, Dubey AK. Deep learning-based ensemble model for classification of breast cancer. Microsystem Technologies. 2023 May;30(5):513-27.(SCIE)
• Nemade V, Pathak S, Dubey AK. A systematic literature review of breast cancer diagnosis using machine intelligence techniques. Archives of Computational Methods in Engineering. 2022 April;29(6):4401-30. (SCIE)
• 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.(Scopus)
• Patil S, Kirange D, Nemade V. Predictive modelling of brain tumor detection using deep learning. Journal of Critical Reviews. 2020;7(04):1805-13. (Scopus)
• Kushwah S, Singh S, Vats K, Nemade V,” Gender Identification via Voice Processing”, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249-8958 (Online), Volume-8 Issue-6, August 2019
• Kushwah S, Singh S, Vats K, Nemade V. Gender identification via voice analysis. International Journal of Scientific Research in Computer Science, Engineering and Information 2019 Dec:746-53.
• Varsha Nemade,Suraj Patil,Deepti Barhate, "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, 20-25, Aug 2018
• Siddharth Joshi, Ashish Sasanapuri, Shreyash Anand, Saurav Nandi, Varsha Nemade, "Predictive Analysis using Data Mining Techniques for Heart Disease Diagnosis”, International Journal of Engineering and Technology, 2227-524X, Vol7(3.1),166-170, August 2018
• Varsha Nemade, Bhavna Sharma, M Ramachandran, Vishal Fegade, "Developing communication skill in a rural pharmacy college”, Journal of Pharmacy Research, 0974-6943, Vol12(4) ,536-540, March2018 (Scopus)
• Wagh, Ajay, and Varsha Nemade, "Query Optimization using Modified Ant Colony Algorithm”, International Journal of Computer Applications, 0975 – 8887, Volume 167 – No.2,29-33 ,June 2017
• Wagh, Ajay, and Varsha Nemade, "Query Optimization using Multiple " ,International Journal of Computer Applications (0975 – 8887), 163(3) , April 2017
• Juyal, Pallavi, Manish Jain, and Varsha Nemade "Comparative Study of Algorithms for Hyper Spectral Image Classification”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2456-3307, Vol2(2),1000-1004, March - April -2017
• Varsha Nemade, Shreya Shrivatsva, Angeera Pranav, Sumeet Nayak "Library Content management system” International Journal of Information Technology and Library Science (IJITLS), 1(6)232-240, Jun-16
• Varsha Nemade, Prof.R.B.Wagh,”Image Encryption using Blowfish and Genetic Algorithm ” International Journal of Computer Technology and Applications ISSN:2229-6093,Vol 3 (3), 1067-1070,MAY-JUNE 201

Conference Publications

• Nemade V, Fegade V. Machine learning techniques for breast cancer prediction. Procedia Computer Science. 2023 Jan 1;218:1314-20.(Scopus)
• 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). Singapore: Springer Nature Singapore .(Scopus)
• 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. 85-92). Singapore: Springer Nature Singapore. .(Scopus)
• Nemade V, Patil S, Fegade V. Classification of Lung Cancer Using Deep Learning. In International Conference on Energy Systems, Drives and Automations 2022 Dec 31 (pp. 379-388). Singapore: Springer Nature Singapore. .(Scopus)
• Chaturvedi P, Jhamb A, Vanani M, Nemade V. Prediction and classification of lung cancer using machine learning techniques. InIOP conference series: materials science and engineering 2021 Mar 1 (Vol. 1099, No. 1, p. 012059). IOP Publishing.(Scopus)
• Barhate D, Nemade V. Comprehensive study on automated image detection by using robotics for agriculture applications. In2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA) 2019 Jun 12 (pp. 637-641). IEEE (Scopus)
• Suraj Patil, Varsha Nemade, Piyush Kumar Soni, "Predictive Modelling for credit card fraud detection using data analytics.”, Procedia Computer Science Elsevier, 1877-0509, Volume 132, pages 385-395 May 2018, Elsevier (Scopus)
• Varsha Nemade and Prof.R.B.Wagh, ”Image Encryption Using Block-based Transformation, Chaotic Function and Genetic Algorithm ” IEEE International Conference on Communication and Signal Processing-ICCSP’13 ,Adhiparasakthi Engineering College, Melmaruvathur, Tamilnadu, April ,2013.
• Varsha Nemade and Prof.R.B.Wagh, ”A Novel Approach for Image Cryptogra- phy Using Chaotic Function and Genetic Algorithm” International Conference on Reliability, Infocom Technologies and Optimization Organized by Amity Uni- versity,UP,NOIDA,India, 29-31 Jan,
• Varsha Nemade, Prof.R.B.Wagh, ”Survey of Different Image encryption Tech- niques” International Conference on Advanced Engineering and Management ICAEM Organized by RITS Hyderabad, Andhra Pradesh, India, 13-14 April, 2012
• Varsha Nemade, Prof.R.B.Wagh, ”Review of different image encryption techniques”, Proceedings of National Conference on Emerging Trends in Computer Technology (NCETCT- 2012)Shirpur,Dhule,India

STTPs/Workshops Attended

• ATAL Academy Faculty Development Program on Exploring the Frontier: Additive Manufacturing & 3D Printing in Industry 4.0 at SVKM'S NARSEE MONJEE INSTITUTE OF MANAGEMENT STUDIES from 09/12/2024 to 14/12/2024.
• ISTE approved Faculty Development Program on Innovative Approaches of Artificial Intelligence and Machine Learning for Healthcare and Agriculture held during 30.09.2024 to 04.10.2024 organized by Prof Ram Meghe College of Engineering & Management, Badnera, Amravati, (Maharashtra).
• One week Faculty development program on "Emerging Frontiers: Data Analytics, Generative AI, and Machine Learning” during 6^th -10^th May 2024 at SVKM's NMIMS, MPSTME, Shirpur
• One week Faculty development program on "Recent trends, Challenges and Future roadmap for transitions in technological generations" during 25^th -30^th April 2024 organized by Department of EE, YCCE, Nagpur
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on "OBJECT DETECTION AND RECOGNITION USING DEEP LEARNING TECHNIQUES" from 8^th -12^th November, 2021 at KL Deemed to be University, off campus. 
• Five days workshop on "Insights of Research in Image and Video Processing” from 20^th -24^th July 2021 at Pimpri Chinchwad College of Engineering,Pune 
• IBM training certificate in Teach the Trainer (T3) on "Big Data Analytics” conducted ONLINE by the IBM ICE Team during 7^h to 11^th 2021.
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on "Computer Science & Biology" from 10^th -14^th January 2021 at Sandip Institute of Technology and Research Centre, Nashik
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on "Data Science" from 2^nd- 6^th November, 2020 at Hindusthan College of Engineering and Technology
• FDP on "Why and What is Deep Learning?” organized by the Computer Engineering Department in collaboration with the NOW Mozilla Club from 27^th July – 4^th August 2020
• One week Faculty Enablement Program on "Python Programming through INFYTQ platform” conducted in online mode using WebEx platform from 22^nd -29^th June 2020 by Infosys Limited
• FDP on "Machine Learning and Data Analysis Using Python”, conducted by Electronics and ICT academy, IIT Roorkee from 6^th -13^th May 2020 (online live instructor-led)
• One week STTP on Machine Learning, sponsored by AICTE-ISTE, 4^th -9^th June 2018, organized by RSCOE, Pune
• Workshop on Applications of Data Mining, IBM Bluemix and IBM Watson, NIT GOA 5^th -9^th December 2016
• Workshop by IIT Bombay on "Computer Programming” at MPSTME Shirpur
• Workshop by IIT Kharagpur on "Signal and System” at MPSTME Shirpur
• Workshop On "Recent Trends in Image Processing and Computer Vision” at MPSTME Shirpur
• Workshop by IIT Bombay on "Effective Paper Writing” at RCPIT, Shirpur during December 2011
• Workshop on "Research Methodology” at RCPIT, Shirpur, 2011
• Mission 10x Training on "Dale Carnegie” from Wipro, 2011

NPTEL Cources

• 12 weeks AICTE-NPTEL (Funded by the Ministry of HRD, Govt. of India) Faculty development Programme on "Computer Network and Internet Protocol” during Jan-Apr 2024, conducted by Indian Institute of Technology, Madras
• 12 weeks AICTE-NPTEL (Funded by the Ministry of HRD, Govt. of India) Faculty development Programme on "Deep Learning” during July-Oct 2023, conducted by Indian Institute of Technology, Madras
• 8 weeks AICTE-NPTEL (Funded by the Ministry of HRD, Govt. of India) Faculty development Programme on "Introduction to Machine Learning” during July-Sept 2019, conducted by Indian Institute of Technology, Madras
• 8 weeks AICTE-NPTEL (Funded by the Ministry of HRD, Govt. of India) Faculty development Programme on "Data Mining” during Feb-April 2019, conducted by Indian Institute of Technology, Madras
• 8 weeks AICTE-NPTEL (Funded by the Ministry of HRD, Govt. of India) Faculty development Programme on "Database Management System” during Aug-Sept 2018, conducted by Indian Institute of Technology, Madras

COURSERA Courses

• Data Analysis with Python
• Python for Data Science and AI
• Convolutional Neural Network
• Applied Data Science Capstone
• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
• Learning to Teach Online
• Python Data Analysis
• Neural Networks and Deep Learning
• Programming for Everybody (Getting Started withPython)
• Assessment for Learning
• Data Visualization with Python

Conferences Attended

• International Conference - Digital Technology Vision 2030, Organized by NMIMS, Shirpur, 17-18 February, 2024.
• International Conference on Artificial Intelligence in Health care at SVKM’s NMIMS Shirpur campus, Dec 2016

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

• Workshop Coordinator for Workshop conducted by IIT Bombay on "Computer Network” ,2013
• Expert talk on Latex and its application, MPSTME Shirpur 7/1/2017

Extra/Co-Curricular Activities

• Reviewer for various Esteemed Journals such as:

Signal, Image and Video Processing,Springer SCI Indexed

PLOS ONE, SCI Indexed Journal

• WGC Member
• TEE co-ordinator
• Mentorship

Official Email Id

varsha.nemade@nmims.edu

LinkedIn Profile: https://www.linkedin.com/in/dr-varsha-nemade-03aa3775/