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Ms. Vijaya Choudhary

Assistant Professor

Assistant Professor & SPOC for Altair Solutions, School of Computing Science & Engineering (SCSE), Galgotias University, Cabin No- C-220, Plot No.-2, Sector-17A, Yamuna Expressway, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, India. I am a young AI Researcher working in Deep Learning and Image Processing for the development of classification-based models under Precision Agriculture. I have also worked with Government Sponsored Projects based on WSN (Wireless Sensor Network) nodes and Robotics for the early detection of fire in Forest Areas.

Professional Experience

Assistant Professor Gr-III Department of Computer Science Engineering, Galgotias University, Gautam Budh Nagar (August 2021 – Present).

Senior Research Fellow CSIR- Central Scientific Instruments Organization, Delhi Center, New Delhi (January 2020 – July 2021)

Assistant Professor Department of Computer Science Engineering, Sandip University, Madhubani (June 2016 – December 2019)

Senior Research Fellow CSIR- Central Scientific Instruments Organization, Delhi Center, New Delhi (January 2020 – July 2021)

Assistant Professor Department of Computer Science Engineering/Information Technology, Sandip University, Madhubani (August 2010 – July 2013)

Research in CSIR- Central Scientific Instruments Organization, New Delhi: Working as a Doctoral Researcher in the Department of Artificial Intelligence/ Deep Learning/Image Processing.

Research in Indian Institute of Engineering Science and Technology, Shibpur: Worked as a Post-graduate Scholar in the Department of PDSIT. 

As a Ph.D. Research Scholar, I was actively involved in the Govt. Sponsored (DST) project name as “Early Detection and extinguishing systems for forest fire using wireless sensors network and Autonomous ground robots”.  Papers have been attached.

Educational Degrees

 

Ph.D.*                      Department of Artificial Intelligence/Computer Science Engineering, CSIR- Central Scientific Instrument Organization, Delhi Center, New Delhi, Pursuing.

  • D. Thesis Title: Development of Deep Neural Network (DNN) Models for Classification of Crop Phenotyping using Image Processing and Artificial Intelligence Techniques

 

  1. Tech Department of Information Technology, Indian Institute of Engineering Science and Technology, Shibpur, Howrah, 66.25 %, 2016
  • MTech Thesis: MEDA Based Biochip design automation and different Algorithm Techniques.
  1. Tech Department of Computer Science and Engineering, RIMT-IET Mandigobindgarh, PTU Jalandhar, Punjab, 75.96 %, 2010
    • BTech Project: Created an Online Attendance system using HTML, SQL, and ASP.NET.

Member of Professional / Technical Committees

  1. Member-IEEE Young Professionals
  2. Member- IEEE Wie
  3. Member- IAENG
  4. Member- IFERP 

Research

  • Vijaya Choudhary, Paramita Guha, Sunita Mishra, “Deep Learning-Based Automatic Detection of Front seater as well as passengers without wearing seat belt of the car using Image Processing Techniques” Intellectual Property Rights, Govt. of India, 2022.
  • Vijaya Choudhary, Paramita Guha, “AI-Based Models to determine the automatic detection of garbage floating over Holy River such as Yamuna, Ganga, Hooghly, and the Brahmaputra” Intellectual Property Rights, Govt. of India, 2022. 
  • Akkenapalli Prem Raj, Thangagiri B, P Raju, Vijaya Choudhary “AN IOT BASED HYPOCAUST SYSTEM” Intellectual Property Rights, Govt. of India, 2022.
  • Vijaya Choudhary, Paramita Guha, Prashant Johri, Gyanendra Kumar Singh, Munish Sabharwal, Sunita Mishra “An Overview of Internet of Things (IoT) for Enabled Applications using Web Services and, Machine Learning”, to Journal of Computer Networks and Communications, 2022
  • Vijaya Choudhary, Paramita Guha, Sunita Mishra, B. Balamurugan “Development of Fruit Classification models using Deep Convolutional neural network”, International e-Conference on “Fusion of Cutting Edge Technologies-Advancement & Challenges” (COMTECH-2021). March 2022 | Volume 8 Issue 10 | IJIRT.
  • Vijaya Choudhary, Paramita Guha, Giovanni Pau, Rajesh Kumar Dhanaraj, Sunita Mishra “Automatic Classification of Cowpea Leaves Using Deep Convolutional Neural Network”, to Computers and Electronics in Agriculture, 2022 
  • Vijaya Choudhary, Paramita Guha, Kuldeep Tripathi, Sunita Mishra “Robust Reconstruction and Enhancement of Images of Cowpea Leaves Databank”, to Multimedia Tools and Applications, 2022 
  • Ritika Singh, Nitika Jaggi, Vijaya Choudhary, Kailash Chand, Pankaj Mukhija, Paramita Guha, K. Chathuranga, S. Lalitharathne, A. L. Kulasekera, R. Gopura “A Review of Mobile Robots for Detection and Extinguishing Forest Fire”, A Journal of Robotics: Science and Systems, 2021. 
  • Vijaya Choudhary, Paramita Guha, Sunita Mishra, Kuldeep Tripathi "Automatic Detection of Cowpea leaves Using Image Processing and Inception-V3 Model of Deep Learning” ISPCC 2021 – 6th IEEE International Conference on Signal Processing, Computing, and Control (ISPCC 2K21) DOI- 1109/ISPCC53510.2021.9609358 
  • Vijaya Choudhary, Paramita Guha, Kuldeep Tripathi, Sunita Mishra “Development of a Novel Classification technique for detection of Cowpea Leaves using VGG16 Deep Convolutional Network”, The Institute of Engineers India, (IEI) 2021. DOI: https://doi.org/10.36375/prepare_u.iei.a213
  • Jaskaran Singh, Chandan Taluja, Vijaya Choudhary, Kailash Chand, Paramita Guha, Pankaj Mukhija, K Chaturanga, S Lalitharathne and Ruwan Gopura “Design and Development of Graphical User Interface (GUI) for Detection of Forest Fires at early stages using Open-Source Technologies” ISPCC 2021 – 6th IEEE International Conference on Signal Processing, Computing, and Control (ISPCC 2K21). DOI: 1109/ISPCC53510.2021.9609515

Research Projects

Project Delivered (Involved as a Ph.D. Scholar): -

CSIR-CSIO Delhi Centre, Delhi, India

  • PI: - Dr. Paramita Guha, Sr. Scientist, CSIR-CSIO Delhi Center, New Delhi, India with the collaboration of Moratuwa, Sri Lanka
  • Project: Detection and extinguishing systems for forest fire using wireless sensors network and Autonomous ground robots
  • Contribution to Development of Ground-based robot for emergency action in case of positive detection of fire after generating fire alarm from Zigbee-based Wireless Sensor Network (WSN) for remote monitoring of Forest Fire Parameters.

Project On Going (also as part of my Ph.D. Work): -

CSIR-CSIO Delhi Centre, Delhi, India

  • PI: - Dr. Paramita Guha, Sr. Scientist, CSIR-CSIO Delhi Center, New Delhi, India with the collaboration of ICAR-NBPGR, Pusa Campus, New Delhi, India
  • Project: Development of Artificial Intelligence-based Models for Phenotyping crop diversity using remote sensing technology
  • Development of Graphical User Interface based on open-source software for communication
  • Classification algorithm based on data from Digital Camera 

Research Background

I am an AI Researcher, highly motivated, and passionate about my work. Currently, I am working with CSIR-CSIO Delhi Center as a Ph.D. Scholar, my work specialization is Deep Neural Network, Image Processing and AI under the supervision of Dr. Paramita Guha (Sr. Scientist, CSIR-CSIO Delhi Center, +91-9990125966, Official Email-Id, paramita.guha@csio.res.in) holding 1.5 years of experience working on Government approved projects and organizing a hands-on workshop for microcontrollers. Primarily focused on the implementation of automatic DNN-based models and machine learning applications/Algorithms, Data Analytics (DA), and Artificial Intelligence (AI).

Accomplishment and Presentations

  • Taught as a Guest Faculty subject (Problem Solving, OOADs, and Software Engineering) in Seacom Engineering College, Howrah
  • Assisted in a seminar for school’s children on Advanced Techniques at Aryabhata Academy, Howrah.
  • Organized a Computer Programmer Summer Camp for school-going children for better understanding of the basic Programming concepts as an effort in providing better education.
  • Organized various Yoga and Meditation Camps as a representative of Bharat Scouts and Guides.
  • Won 1st Prize in Technical Event at RIMT-IET Mandi Gobindgarh, Punjab.
  • Awarded ‘TSC (Thal Sena Camp)’ Certificate by National Cadet Corps (NCC), India.
  • Awarded ‘B-Certificate’ by National Cadet Corps (NCC), India.
  • Awarded ‘International Jamboree’ (Chhattisgarh) by Bharat Scouts and Guide, India.
  • Awarded ‘State Certificate’ by Bharat Scouts and Guide, India.
  • Qualified all India Open Competition (BEL, HCL, DRDO, ICAR-SRF (1st Rank), etc.
  • Presented papers in 6th IEEE International Conference on Signal Processing, Computing and Control (ISPCC 2K21)
  • “National Engineers Day” Quiz participation by AcSIR-CSIO, Chandigarh.

Workshop Attended

  • Completed the Faculty Development Program on “Data Analysis Using Excel” from 28th march to 1st April 2022 (1 week) Conducted by E & ICT Academy, IIT Kanpur (A Joint Initiative of MeitY & IIT Kanpur).
  • Participated in the online training/webinar on “IEEE Xplore” organized by GALGOTIAS UNIVERSITY. 
  • Completed 3 days Training Program “Data Analytics and Artificial Intelligence” by Galgotias University with Intel Corporation (FICE).
  • Attended 14 days on “Faculty Development Programme from 2022-02-15 to 2022-02-28 on Android app using Kotlin organized by Galgotias University with course material provided by Spoken Tutorial Project, IIT Bombay. 
  • Attended 5 Days Global E-FDP on “Unleashing Research Potential: Global Trends and Practices” Organised by Office of International Relations, Galgotias University, Greater Noida, Uttar Pradesh held from March 7-11, 2022.
  • Presented research paper “Automatic Detection of Cowpea leaves Using Image Processing and Inception-V3 Model of Deep Learning” in 6thIEEE International Conference on Signal Processing, Computing and Control (ISPCC-2k21). 
  • Presented research paper titled “Design and Development of Graphical User Interface (GUI) for Detection of Forest Fires at early stages using Open-Source Technologies” in 6thIEEE International Conference on Signal Processing, Computing, and Control (ISPCC-2k21). 
  • Presented research paper titled Development of Fruit Classification Models using Deep Convolutional Neural Network in AICTE Sponsored International e-Conference on “Fusion of Cutting Edge Technologies - Advancement & Challenges”, 2022.
  • 10 Days Workshop on “Artificial Intelligence & Machine Learning (AI & ML)” with the collaboration of Intel India Private Limited and Galgotias University as Center of Excellence (CoE).
  • “IEEE Virtual Talk Series-2020” themed on NASA Technologies to Find Life Beyond Earth & Answers to Other Science Questions held on September 11, 2020, under AcSIR Student Affairs Council (SAC), sponsored by IEEE Advancing Technology for humanity.
  • “IEEE Virtual Talk Series-2020” themed on Applied Artificial Intelligence in Science & Engineering held on August 28, 2020, sponsored by IEEE Advancing Technology for humanity. 
  • Faculty Development Program on “Nascent Methodologies, Challenges and Realms of Research” held from 03 to 07 October 2020 organized by Department of Electronics and Communication Engineering, Delhi Technological University, Delhi, India.
  • Two days Virtual “Lab Safety and Ethics” workshop on 29th and 30th Sep 2020 Organized by ACS AcSIR-CSIO, student chapter, Chandigarh.
  • Completed the C on Microsoft Azure AI Fundamentals Course completed on Mar 17, 2022.
  • Completed the Training on Microsoft Azure AI Fundamentals Course completed on Mar 17, 2022
  • International Advanced Course based on Deep Neural Network organized by Coursera: Basics of Deep learning, Architectures of different networks, python implementations. In virtual mode (Dec 2020).
  • Awarded by NPTEL for the successful completion of the course “Teaching and Learning in Engineering (TALE)”, 2022.
  • Completed the Training on Data Science foundations on May 2022.