Dr. Nitin S. Choubey

Area of Specialization 

• Genetic Algorithms, Machine Learning, Theory of Computations 

Work Experience: (27+ Years) 

• Since July 1997 (Teaching)
• During 1995-1997 (Industry)

Professional Membership

• Indian Society for Technical Education, India (LM 26159).
• Computer Society of India, India (N1501618).
• The Institution of Electronics and Telecommunication Engineers, India (Fello-F237790).
• International Association of Computer Science and Information Technology, Singapore (80337259).
• International Association of Engineers, HongKong, China (106253).
• Soft Computing Research Society, India. (Annual Member). 

Awards & Achievements

• Received Best Paper Award for the paper "Topological Data Analysis: A Novel and Efficient Approach for Feature Extraction" at International Conference on Intelligent Vision and Computing (ICIVC-2021) hosted by SUR University College, OMAN, Sponsored by Soft Computing Research Society, October 03-04, 2021.
• Worked as Keynote Speaker & Session Chair in World (International) Conference on Robotics and Artificial Intelligence, Barcelona, Spain, 26-27 July 2018.

• Worked as Speaker in International Conference on Emerging trends in Manufacturing, Engines and Modelling Conference, Shirpur, Mumbai, Maharashtra, India (27-28 February 2015).

• Worked as Session Chair in C-Post Graduate Conference(C-PGCON-2015) at MET’s IOT, Nashik, Maharashtra (13-14 March 2015).

• Received Best Faculty Project Award in 1999 at Anuradha Engineering College, Chikhli, Maharashtra.
• Received Best Researcher Award at MPSTME, Shirpur, 2014.

• Worked as Session Chair in C-Post Graduate Conference(C-PGCON-2014) at Matoshri college of Engineering and Research Center, Nashik, Nashik, Maharashtra (28-29 March 2014). 

Selected Publications:

• Chavan, S., Choubey, N. Self-supervised category selective attention classifier network for diabetic macular edema classification. Acta Diabetol (2024). https://link.springer.com/article/10.1007/s00592-024-02257-6.
• Ms Vaisnavi Choubey, Ms Mugda Upadhyay, Dr Nitin Choubey, "Survey of Shortest Path Algorithms”, presented in International Conference on Digital Technology Vision-2030 (ICDTV: 2030), organized by SVKM’s NMIMS, Shirpur campus, Dhule, 17-18 February, 2024.
• Mr Sachin Chavan & Dr. Nitin Choubey, "Comparative analysis of different Machine Learning techniques for diagnosis of eye diseases” presented in International Conference on Digital Technology Vision-2030 (ICDTV: 2030), organized by SVKM’s NMIMS, Shirpur campus, Dhule, 17-18 February, 2024.
• Dhotre, D. R. ., Jain, N. ., Mhaske, C. ., Choubey, N. ., & Patil, D. D. . (2023). ADiTi App: Leveraging Deep Learning and Generative AI for a Chatbot Application with Deep Belief Networks. International Journal of Intelligent Systems and Applications in Engineering, 12(1s), 569–576, Sept 2023. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/3492
• Dhotre, D. R. ., Dahake , R. ., Choubey, N. ., Khandare, A. ., Patil, M. ., & Jadhav, A. . (2023). Multi-Class Classification of Brain Disease using Machine Learning-Deep Learning approaches and Ranking based Similar Image Retrieval from Large Dataset . International Journal of Intelligent Systems and Applications in Engineering, 12(1s), 771–782, Sept 2023. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/3550
• Gopal Gawande, Dhanraj Dhotre, Nitin Choubey & Dipali S Mate,”A MILP based Optimization and FPGA Implementation of Efficient Polyphase Multirate Filters”, International Journal of Intelligent Systems & Application in Engineering, ISSN: 2174:6799, vol 11 No. 5s, April 2023,( Scopus Indexed).
• Nitin Choubey, Sachin Chavan, "An Automated Diabetic Retinopathy of severity Grade Classification Using Transfer Learning and Fine Tuning for Fundus Images”, Multimedia Tools and Applications, ISSN. No. 15737721(Online), March 2023 Springer. (Scopus Indexed /SCIE) IF 2.6.
• Malay Bhadane, Kritisha Khandelwal, Aagam Shah, Dr. Nitin Choubey, "Pneumonia Detection using Chest X-Ray Images and Machine Learning Techniques” in International Journal of Scientific Research in Engineering and Management (IJSREM), Volume: 07 Issue: 03 | March – 2023, DOI: 10.55041/IJSREM17831.
• Ayushi Agrawal, Shubham. Dalal, Dwanan Rangrej, Dr. Nitin Choubey, "Multiple Disease Prediction System: A Review”, in International Journal of Recent Advances in Multidisciplinary Topics, ISSN 2582-7839, vol. 2, no. 10, pp. 148–153, Oct 2021. https://journals.resaim.com/ijramt/article/view/1464
• Nitin Choubey, Sarvesh Bhatnagar, "Making sense of tweets Using Sentiment Analysis on Closely Related Topics” in the Journal on Social Networks Analysis and Mining, Springer Nature, ISSN : 1869-5450, E-ISSN : 1869-5469 May 2021.(Scopus Indexed : 1.6 IF).
• Rochan Sharma, Nitin Choubey, "Kidney Tumor Segmentation- A Review”, International conference on Smart Innovations for Society (ICSIS-2022) organized by Poornima Institute of Engineering & Technology, Jaipur. (06-07 May 2022) Paper will be published in Scopus/Web of Science.
• Nitin Choubey, Sachin Chavan, "Diagnosis of Eye Disease through Fundus Image Analysis and Machine Learning: Study”, International Conference on Global Entrepreneurship Trends & Empowerment through Innovation (ICGETEI-2021), organized by Amity Jaipur (05-06 March 2021). To be publish in Journal of Cases on Information Technology (JCIT), IGI Global Special Issue On: Innovations in Technology and Engineering.
• Nitin Choubey, "Reinforcement Learning with Genetic Algorithms”, World (International) Conference on Robotics and Artificial Intelligence, Barcelona, Spain, (26-27 July 2018).
• Nitin Choubey, Madan Kharat, "Hybrid System for Handling Premature Convergence in GA – Case of Grammar Induction”, in Applied Soft Computing (Elsevier), the Official Journal of the World Federation on Soft Computing (WFSC), (Impact Factor: 2.6), April 2012.Volume 13, Issue 5. (Scopus Indexed)
• Nitin Choubey, Madan Kharat, "Stochastic Mutation Approach for Grammar Induction using Genetic Algorithm”, in the 2^nd International Conference on Electronic Computer Technology (ICECT 2010), ICECT 2010, 7 – 10, May 2010, Kuala Lumpur, Malaysia. (Scopus Indexed).
• Nitin Choubey, Madan Kharat, "PDA SIMULATOR for CFG Induction Using Genetic Algorithm”, in 12^th International Conference on Computer Modeling and Simulation, Cambridge University (Emmanuel College) England, 92-97, March 2010.( Scopus Indexed). 

Books/Book Chapters published:

• Dhananjay Joshi, Kapil Nagwanshi, Nitin Choubey, Milan Joshi, Sunil Pathak. "Topological Data Analysis - A Novel and Effective Approach for Feature Extraction”, International Conference on Intelligent Vision and Computing (ICIVC 2021), Organized by. Sur University College, Oman. Technically Sponsored by. Soft Computing Research Society. October 03-04, 2021. (Springer)
• Dhananjay Joshi, Nitin Choubey and Rajani Kumari, "Brain Tumor Diagnosis " in Sandeep Kumar, Anand Nayyar, Anand Paul (eds) Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development. CRC Press, Nov 2019. (Scopus Indexed)
• Nedeem Akhtar, Nitin Choubey, U Ragavendran, "Investigation of Non-Natural Information from Remote Sensing Images: A Case Study Approach” in Computational Intelligence and Sustainable Systems pp 156-199, as a part of EAI/Springer innovation in Communication and Computing Book Series (EAISICC),15^th December 2018.  (Scopus Indexed)
• Rehan Ahmad, Nitin S Choubey, "Review on Image Enhancement Technique Using Biologically Inspired Artificial Bee Colony Algorithms and its Variants”, published in book titled "Biologically Rationalized Computing techniques for image Processing Applications” by LNVCB series of Springer, Aug 2017 .( Scopus indexed ) DOI: 10.1007/978-3-319-61316-1_11
• Nitin Choubey, Madan Kharat, (2014), "Strategy for CFG Induction Using Genetic Algorithm”, Scholars Press, Germany, 2014. ISBN : 978-3-639-51712-5 (Book)
• N. S. Choubey, Dr. M. U. Kharat, "Approaches for Handling Premature Convergence in CFG Induction using GA”, Advances in Intelligent and Soft Computing, Feb 2011, Volume 96, Soft Computing in Industrial Applications, Pages 55-66.
• Sanjay Kaptan, Nitin Choubey, (2003), "Indian Banking in Electronic Era", Sarup & Sons Publishers, New Delhi, 2003. ISBN: 978-8176253888.(Book)

Seminars/ Workshops/Conferences Attended

• Two Days International Conference on Digital Technology Vision-2030 (ICDTV: 2030), organized by SVKM’s NMIMS, Shirpur campus, Dhule, 17-18 February, 2024.

• One week National level faculty development program on "Cloud Infrastructure (AWS)” organized by Department of CSE, JNTUK University College of Engineering Narasaraopet, Andhra Pradesh in collaboration with Brainovision Solution India Pvt Ltd during 21st to 25th August 2023

• One Week FDP on "Engineering Education & the Industry : A Post COVID-19 Perspective” organized online by MCT’s Rajiv Gandhi Institute of Technology, Mumbai & Indian Institute of Industrial Engineering, Mumbai during 01-05 June 2020.
• World (International) Conference on Robotics and Artificial Intelligence, Barcelona, Spain, 26-27 July 2018.
• One-week STTP on "Introduction to Artificial Neural Network” at N.I.T.T.T.R., Kolkata, 27Feb-03Mar 2017.

• International Conference on Artificial Intelligence in Health care, S.V.K.M.’s NMIMS, Shirpur, Maharashtra, 27-28 Dec 2016.
• National Conference on Emerging Trends and Practices in Humanities and Management-17, SVKM’s NMIMS, Shirpur, Maharashtra, 18 Feb 2016.

• One week Coordinator’s workshop on "Introduction to Analysis of Algorithms” at IIT Kharagpur during 16-20 March 2015.

• C-Post Graduate Conference(C-PGCON-2015) at MET’s IOT, Nashik, Maharashtra,13-14 March 2015.

• International Conference on Emerging trends in Manufacturing, Engines and Modelling Conference, Shirpur, Mumbai, Maharashtra, India, 27-28 Feb 2015
• Two Day Workshop on "Step 2 Research” e-seminar on "Step 2 Research” at MPSTME, Shirpur organized by Amal Jyothi college of Engineering, Kanjirapally, Kerla through IIT Remote Center during 19-20 Sept 201

• C-Post Graduate Conference(C-PGCON-2014) at Matoshri college of Engineering and Research Center, Nashik, Nashik, Maharashtra, 28-29 March 2014.

• Two week ISTE workshop on "Signals and Systems” National mission on Education through ICT (MHRD, Govt of India) @ MPSTME, SVKM’s NMIMS, Shirpur, Dhule, India during 02-12 Jan 2014.

• Two days workshop on "Computer Vision and Image Processing” Organized by Department of Computer Engineering, MPSTME, SVKM’s NMIMS, Shirpur, Dhule, India during 16-17 Dec 2013.
• Three days workshop on "Outcome Based Accreditation” Organized by NBA, New Delhi @ MPSTME, SVKM’s NMIMS, Shirpur, Dhule, India during 14-17 Mar 2013.
• One week FDP on "Statistical Modelling for Data Analysis” Organized by Vinod Gupta School of Management, Indian Institute of Technology, Kharagpur, India during 10-15 Dec 2012.

• National Conference on Database Management Systems & Networks, Erode-Sengunthar Engineering College, Thudupathi, Erods-638057, TamilNadu, 08-09 Sep 2005.
• IX^th ISTE Convention & National Seminar on Revamping the Technical Education with Information Technology, Govt .College of Engineering, Amravati, Maharashtra, 04-05 Feb 2005,

• "Rational Application Development” (One week) oorganized by CSI Chapter & Department of Computer Engineering, Pimpri Chinchwad College of Engineering, Nigdi, Pune during 20-23 Jun 2012.
  • One week on "Total Quality Management and ISO 9000" arranged at Govt. Engineering College, Amravati, Amravati University, Amravati (M.S.) during 11-15 Dec 2007.
• National Seminar of Technical Manpower Development & Utilization organized by NIT, Rourkela, 14-17 Apr 2004.
• Annual International Conference on Spatial Function & Their Application, organized by Society for Special Functions and Their Application , Amiruddaula Islamia Degree College, Lucknow, 08-10 Feb 2004.
• Three-week Refresher course on "Advanced Unix & C” arranged at Jawaharlal Nehru Technological University, Hyderabad (A.P.) during 07-25 May 2003.
• Two Week STTP on "Computer Applications and Modern Techniques in manufacturing Processes” , arranged at Anuradha Engineering College, Chikhli, Dist: Buldana, Amravati University, Amravati (M.S.) during 24 Apr- 05 May 2003.
• National Seminar on Information Technology - Current Trends (IT -CT 2000), at Department of Computer Sc. & Technology, Amravati University, Amravati (M.S.), 22-24 January 2000. 

MOOCs/Coursera Certifications:

• Three-week course on "Launching in to Machine Learning” offered by Google Cloud through Coursera completed on 17 May 2022.
• Three-week course on "How Google does Machine Learning” offered by Google Cloud through Coursera completed on 13 Feb 2021.
• One week course on "COVID-19 Data analysis Using Python” offered by Coursera Project Network completed on 14 June 2020.
• One week course on "Simple Recurrent Neural Network with Keras” offered by Coursera Project Network completed on 14 Jun 2020.
• Six-week course on "Machine Learning Foundation: A Case Study Approach” offered by University of Washington through Coursera completed on 02 Jun 2020.
• Four-week course on "Python Programming: A Concise Introduction” offered by Wesleyan University through Coursera completed on 24 Jan 2020.
• Four-week course on "Art of Negotiation” offered by University of California, Irvine through Coursera completed on 11 Jan 2020.
• Earned certificate of specialization as "IBM AI Engineering” by completing (Six) online courses authorized by IBM offered through Coursera during July-September 2020, as shown below :
  • Machine Learning with Python (06 Weeks course) *Done during Data Science specialization.
  • Scalable Machine Learning on Big data using Apache Spark (04 Week Course)
  • Introduction to Deep Learning and Neural Networks using Keras (05 Week Course)
  • Deep Neural Networks with PyTorch (07 Weeks Course)
  • Building Deep Learning Models with TensorFlow ( 05 Weeks )
  • AI Capstone Project with Deep Learning (04 Weeks Course)
• Earned certificate of specialization as "IBM Applied AI” by completing (Six) online courses authorized by IBM offered through Coursera during Corona Lockdown in April-July 2020, as shown below :
  • Certificate of Specialization as "AI Foundation for Everyone”
    • Introduction to Artificial Intelligence (04 Weeks Course)
    • Getting started with AI Using IBM Watson (04 Weeks Course)
    • Building AI powered Chatbot without Programming (04 Weeks Course)
  • Python for Data Science and Artificial Intelligence (05 Weeks Course)
  • Building AI Application with Watson API (06 Weeks course)
  • Introduction to Computer Vision with Watson and OpenCV (04 Weeks Course)
• Earned certificate of specialization as "IBM Data Science Professional” by completing (Nine) online courses authorized by IBM offered through Coursera during Corona Lockdown in April-July 2020, as shown below :
  • Machine Learning with Python (06 Weeks course)
  • Certificate of specialization as "Introduction to Data Science”:
    • What is Data Science? (03 Weeks Course)
    • Tools for Data Science (03 Weeks Course)
    • Data Science Methodology (03 Weeks Course)
    • DataBases and SQL for Data Science (04 Weeks Course)
  • Certificate of specialization as "Applied Data Science Specialist”:
    • Python for Data Science and Artificial Intelligence (05 weeks Course)
    • Data Analysis with Python (07 Weeks course)
    • Data Visualization with Python (03 Weeks course)
    • Applied Data Science Capstone (05 Weeks Course)
  • Four Weeks course on "Neural Network and Deep learning” offered by Stanford University through Coursera completed on 17 Jan 2020.
  • Twelve Week FDP on "Programming for Problem Solving” organized by Department of Mathematics, IIT Kharagpur (offered through NPTEL) during July-Oct 2019.
  • Four Week course on "AI for Everyone” offered by Standford University (offered through coursera) completed on 29 Apr 2019.
  • Twelve week FDP on "Introduction to Automata, Languages and Computation” organised by Department of Mathematics, IIT Kharagpur (offered through NPTEL) during Jan-Apr 2019.
  • Eight Week FDP on "Design and Analysis of Algorithms” organized by Chennai Mathematical Institute, Chennai (offered through NPTEL) during Aug-Oct 2018. 

Official Email Id

Nitin.choubey@nmims.edu