Dr. Nitin S. Choubey

Area of Specialization 

• Genetic Algorithms, Machine Learning, Theory of Computations 

Area of Interest

Machine Learning, Artificial Intelligence, Genetic Algorithms, E-banking

Work experience

Since 1995

• 02 Years – Software Application Institute, Amravati as Programmer-Instructure (From July’01’ 1995 –April’30’1997).
• 05+ Years - Academic experience as a Lecturer at Lecturer at Department of CSE, Anuradha Engineering College, Chikhli, Dist. Buldana, Maharashtra (July '11' 1998 - Nov '13' 2003).
• 01+ Years - Academic experience as Assistant Professor & Head at Department of CSE & IT, B. N. College of Engineering, Pusad, Dist. Yeotmal, Maharashtra (Nov  '14' 2003- March '15' 2005).
• 03+ Years - Academic experience as Assistant Professor & Head at Department of Computer Technology,  Thakur College of Engineering & technology, Kandivali (E), Maharashtra (March '16' 2003- June '16' 2008).
• 03+ Years - Academic experience as Associate Professor & Head at Department of Computer Science, SVKM’s NMIMS MPSTME Shirpur Campus (June '17' 2008- June '30' 2011).
• 13+ Years - Academic experience as Professor at Department of Computer Science, SVKM’s NMIMS MPSTME Shirpur Campus (July '01' 2011 onwards).
• Head – Computer Science Department (July '11' 2011- Aug '31' 2017).
• Associate Dean(Engineering) (Sept '01' 2017- Sept '09' 2019).
• Head – Computer Science Department (July '05' 2018- Onwards.)

Professional Membership

• Life member of Indian Society for Technical Education (Member No. : "LM 36159”).
• International Association of Computer Science and Information Technology (IACSIT), Singapore (Member NO.：80337259).
• The International Association of Engineers (IAENG) Member (Member number: 106253).
• Computer Society of India (Individual Membership No.: N1501618).
• The Institution of Electronics and Telecommunication Engineers (Fellow Membership : F237790).

Awards and Achievements

• Received "Best Faculty Project Award” in 1999 at Anuradha Engineering Chikhli.
• Received "Best Researcher Award” in 2014 at NMIMS, Shirpur.
• Received "Best Paper award” in the category of Emerging technologies at International Conference on Intelligent Vision and Computing- Oct 2021.

Industrial Projects/Consultancy undertaken

--NIL--

Research and Publication

• SACHIN CHAVAN, & NITIN CHOUBEY, "Self-supervised category selective attention classifier network for diabetic macular edema classification”, Acta Diabetologica, 2024, 61(7), pp. 879–896. (Scopus_16 /SCIE) IF-3.1. https://link.springer.com/article/10.1007/s00592-024-02257-6
• 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. (Scopus). https://ijisae.org/index.php/IJISAE/article/view/3550
• 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. (Scopus) https://ijisae.org/index.php/IJISAE/article/view/3492
• Gopal S.Gawande, D. R. Dhotre, N. S. Choubey, & Dipali S. Mate, ”A MILP based Optimization and FPGA Implementation of Efficient Polyphase Multirate Filters”,  International Journal of Intelligent Systems and Application in Engineering , ISSN:2174:6799, vol 11 No. 5s, April 2023, (Scopus)  https://ijisae.org/index.php/IJISAE/article/view/2763/1343
• SACHIN CHAVAN, & NITIN CHOUBEY, "An Automated Diabetic Re1tinopathy 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/SCIE) IF-3.1 https://link.springer.com/article/10.1007/s11042-023-15135-0
• 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) (Scopus) Conference Paper. https://pubs.aip.org/aip/acp/article/2782/1/020075/2896647/Kidney-tumor-segmentation-A-review
• Sarvesh Bhatnagar, & Nitin S Choubey, "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, 1.6 IF) https://link.springer.com/article/10.1007/s13278-021-00752-0
• 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) (Book Chapter) https://link.springer.com/chapter/10.1007/978-3-030-02674-5_12
• Rehan Ahmad, & Nitin S Choubey, "Review On Image Enhancement Techniques 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) (Book Chapter) https://link.springer.com/chapter/10.1007/978-3-319-61316-1_11
• S. CHOUBEY, & M. U. 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)., May 2013.Volume 13, Issue 5. Pages 2923-2931 (Scopus) http://0-www.sciencedirect.com.precise.petronas.com.my/science/article/pii/S1568494612001846
• S. CHOUBEY, & 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. (Scopus) Book Chapter. https://link.springer.com/chapter/10.1007/978-3-642-20505-7_4
• S. CHOUBEY, & M. U. 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) Conference Paper. https://doi.org/10.1109/ICECTECH.2010.5479969
• S. CHOUBEY, & M. U. KHARAT, "Pda Simulator for CFG Induction Using Genetic Algorithm”, in 12^th International Conference on Computer Modelling and Simulation, Cambridge University (Emmanuel College) England, 92-97, March 2010. (Scopus) Conference Paper https://doi.org/10.1109/UKSIM.2010.25

STTPs/Workshops Attended

• One week Teacher Training Program on "Empowering Educators with Generative AI: Transforming Teaching, Learning, and Research”, during 16-20 Dec 2024.
• One week Faculty Development Program on "Emerging Frontiers : Data Analytics, Generative AI and Machine Learning” Organized at NMIMS Shirpur 06-10 May 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.

• Twelve Week FDP on "Programming for Problem Solving” organized by Department of Mathematics, IIT Kharagpur (offered through NPTEL) during July-Oct 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.
• 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.
• One-week STTP on "Introduction to Artificial Neural Network” at N.I.T.T.T.R., Kolkata, 27Feb-03Mar 2017.
• One week Coordinator’s workshop on "Introduction to Analysis of Algorithms” at IIT Kharagpur during 16-20 March 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 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.
• "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.
• 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.

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.
• World (International) Conference on Robotics and Artificial Intelligence, Barcelona, Spain, 26-27 July 2018
• 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.
• 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
• C-Post Graduate Conference(C-PGCON-2014) at Matoshri college of Engineering and Research Center, Nashik, Nashik, Maharashtra, 28-29 March 2014.
• 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.
• 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.
• 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. 

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

• Featured Speaker in World Conference on Robotics and Artificial Intelligence during 26th  to 27th  July 2018, Barcelona, Spain.
• Invited Speaker in International Conference on Emerging trends in Manufacturing, Engines and Modelling Conference during 27th to 28th February 2015 Shirpur, Mumbai, Maharashtra, India.
• Invited Speaker at Refresher Course in Computational Science” during 24th  sept-15th  Oct 2012 at UGC-Academic Staff College, S.G.B.A. University, Amravati. (Maharastra).
• Invited Speaker at Workshop on "Applied Algorithm” during 8th -9th  sept 2012 at MET’s IOE, Nashik. (Maharastra) & 13th – 14th GHRIOEM, Wagholi, Pune.
• Invited Speaker at S.T.T.P. on "Advanced Computing Techniques” during 07-18 January 2008 at Department of Computer Engineering, D. J.  College of Engineering, Vile Parle (W). , Dist: Mumbai (Maharashtra).
• Invited Speaker at STTP in "IT Orientation to Engineering Teachers” during 19-30 December 2005 at Department of IT, D. J.  College of Engineering, Vile Parle (W). , Dist: Mumbai (Maharashtra).
• Invited Speaker at  S.T.T.P. on "Theoretical Computer Science” during 25-30 October 2004 at Department of CSE & IT, B. N.  College of Engineering, Pusad., Dist: Yavatmal (Maharashtra)

Co-Curricular Activities

• Resesarch Project :
  • "Smart Tele-Health Platform for Remote Monitoring and Diagnosis” Seed-Grant Project (Rs. 01 Lakhs) MPSTME, Shirpur- 2019-2020. (Completed).
  • "Review on Bio-Inspired Algorithms in Healthcare”, Seed-Grant Project (Rs. 01 Lakhs), MPSTME, Shirpur- 2016-2017. (Completed).
  • "Soyabean Seed Quality investigation”, Seed-Grant Project (Rs. 01 Lakhs), MPSTME, Shirpur- 2016-2017. (Completed).
• Patent
  • Chawda Deepa, Khare Ashish, Choubey Nitin al., "Method for Developing a Strategic Customer-Value-Driven Plan to Ccreate High Growth Business Opportunities”,  Innovation Patent ( No. 2021102344, IP Australia, Australian Government, Granted on 02^nd June 2021).
• Book Publication
  • S. CHOUBEY (1999), "Introduction to Theory of Computation", Chintan Prakashan, Amravati, 1998.
  • S. KAPTAN & N. S. CHOUBEY, (2003), "Indian Banking in Electronic Era", Sarup & Sons PUBLISHERS, New Delhi, 2003. ISBN: 978-8176253888.
  • S. Choubey & M. U. Kharat, (2014), "Strategy for CFG Induction using Genetic Algorithm”, Scholars Press, Germany, 2014. ISBN : 978-3-639-51712-5.

Official Email Id

nitin.choubey@nmims.edu

LinkedIn Profile:

 www.linkedin.com/in/drnitinchoubey

Google Scholar Profile :

https://scholar.google.co.in/citations?user=bRR6lKcAAAAJ&hl=en