office@xavier.ac.in +91 7249371505 / 9920407274

Information Technology Faculty

chhaya.n@xavier.ac.in
8097181363

Chhaya Dipak Dhavale

Assistant Professor

Academic Background

PhD(Pursuing) Mumbai University

ME(Computer Engineering), Mumbai University,  2008.

B.Tech (Information Technology)  SNDT , 2001 

 

Work Experience

21 Years 

Publications
Research
Overview/Area of Interest
Research Interest
Courses Taught
Continuing Education Programmes
Certifications

  • Chhaya Narvekar, Dr. Madhuri Rao, "Agricultural Productivity Improvement –Role of AI and yield prediction using Machine Learning", International Conference on Computational Intelligence for Engineering and Management Applications (CIEMA) - 2022, , , 26-27 March 2022.

  • Chhaya Dipak Dhavale, Sulochana devi, LALITA WASUDEO MOHARKAR, Sushama Khanvilkar, "Impact of Online Education and Sentitment Analysis from twiiter data using Topic Modeling Algorithms", International Journal of Applied Sciences and Smart Technologies, Volume 4, May 2022, 2685-9432, , May 2022.

  • Chhaya Narvekar, Farman Haider, Akhila Jadhav, Darshan Bhanushali, "AI Based Crop Monitoring Using IOT", International Journal for Research in Applied science and engineering technology, Vol 10, Issue 5, May 2022, , May 2022.

  • Prof. Chhaya Dhavale, Vipul Kashyap, Dhruv Darji, Yash Mistry, "Smart Agriculture Suggestion System", International Journal for Research in Applied science and engineering technology, Volume 10, Issue IV, April 2022, , April 2022.

  • Prof. Chhaya Dhavale, "Psychological Analysis Using Social Media Data", International Journal for Research in Applied science and engineering technology, Volume 10, Issue IV, April 2022, , April 2022.

  • Chhaya Narvekar, Sanyukta M, Arpita Pandey, Manasi M, "Sign language to speech conversion using image processing and machine learning", International Journal for technological research in engineering, volume 7, issue 8, , August 2020.

  • Chhaya Dipak Dhavale, "Ontology and knowledge graphs for semantic analysis in natural language processing", Graph Learning and Network Science for Natural Language Processing 2022, ESBN- 9781003272649, 2022, pp. 105–129, 28/12/2022.

  • Chhaya Dipak Dhavale, "Sugarcane Production Modeling Using Machine Learning in Western Maharashtra", International Journal of Applied Sciences and Smart Technologies, Volume 04, Issue 02, December 2022, pages 123–130, December 2022.

  • Chhaya Narvekar, Sanyukta M, "Sign Language to Speech and Text Conversion Using Image Processing And Machine Learning", International Journal of Scientific Research in Engineering and Management (IJSREM), vol-4,issue 8, , August 2020.

  • Chhaya Narvekar, Dr. Madhuri Rao, "Improving Farming with IOT and Deep Learning.", INNOVATION and research on technology and engineering ICIRTE 2019, , , 19th -20th December 2019.

  • Chhaya Narvekar, Suraj W, Ganesh W. Pradnya G, "signature verification using machine learning", international Journal of Information and computing science, ISSN no:0972-1347, Volume 6, issue 4, , April-2019.

  • Chhaya Narvekar, Shubham Yadav, Saiprasad Rane, Anuj Patwa, "Indian Traffic sign board recognition and driver alert system using machine learning", international journal of information and computing science, Volume 6, issue 4, , April 2019.

  • Chhaya Narvekar, Priyanka Shetty, Dhanashree N, Aditya K., "Pantomath: College Enquiry Chatbot", International Journal for research in Apploied Science & Engineering Technology, vol-6, Issue-3, , March 2018.

  • Chhaya Narvekar, Prajakta S, Milina S, "Schema Free Data", International Journal of scientific and technical advancement, vol-1, issue-1, , 11-04-2016.

  • Chhaya Narvekar, Siddesh S, Tanmay S,Jayesh J, "Automatic Data collection from forms using Optical Character Recognition", International research Journal of Engineering & Technology, vol-6, issue-10, , 10-10-2019.

  • Chhaya Dipak Dhavale, "Assessment of village-wise soil nutrients and their effect on Sugarcane productivity in Western Maharashtra, India", Journal of Engineering Research and Sciences,Special Issue on Multidisciplinary Sciences and Advanced Technology., 1(10), 19-25, 2022,, December 2022.

  • Chhaya Narvekar, Dr madhuri rao, "“Flower classification using CNN and transfer learning in CNN-Agriculture Perspective”", Intelligent Sustainable System (ICISS 2020) organized by SCAD Institute of Technology, Palladam,, ISBN:978-1-7281-7089-3, December 3, 2020 (IEEE)., , December 3, 2020 (IEEE)..

  • Chhaya Dipak Dhavale, "Ontological Perspective in Cancer Care System. In Data Science with Semantic Technologies", CRC Press, , pp. 247-265, 2023.

  • Chhaya Dipak Dhavale, "Role of Multi-objective Optimization in Image Segmentation and Classification. Computational Intelligence in Image and Video Processing,", CRC publication, , 317-340, 2023.

  • Chhaya Dipak Dhavale, "Ontological Perspective in Cancer Care System. In Data Science with Semantic Technologies", CRC Press., , 247-265, Jan 2023.

  • Chhaya Dipak Dhavale, "Semantic Interoperability Framework and its Application in Agriculture", In Data Science with Semantic Technologies (pp. 131-156). CRC Press, , (pp. 131-156, Jan 2023.

  • Chhaya Dipak Dhavale, "Ontology and Knowledge Graphs for Semantic Analysis in Natural Language", Graph Learning and Network Science for Natural Language Processing, 105., , 105, 2022.

  • Chhaya Dipak Dhavale, "Leveraging Big Data Analytics and Conversational AI for Agriculture. In Big Data Computing (pp. 180-195). .", CRC Press, , , . (2024).

  • Chhaya Narvekar, Shrushti Karkera, Prachi R, Soumya D, "Evaluation & Transformation Analysis of Mithi River", International conference on Cyber Security & Digital Forensics, , , 3/4/2021.

  • Chhaya Narvekar,Siddhesh Shinde, Jayesh jain, Tanmay s, "Using CRNN to perform OCR over forms", Vidyavardhinis national conference onne, , , 27 June 2020.

  • Chhaya Narvekar, sushama Khanvilkar, "Application of Genetic Algorithm in Data Mining", National Conference on Data Warehousing and mining, , , 7-8 January 2011.

  • Chhaya Narvekar, "Genetic Algorithm Approach Timetabling- A review", Recent Trends in computer engineering, , , 18th Feb 2008.

  • Chhaya Narvekar, "Paper Presentation titled “Forest Cover Change Detection using Satellite Images” during", IEEE technicoknockdown TKD21, , , 30th May 2021.

  • Chhaya Narvekar, Dr ujwala B, Siddhesh Shinde, "Fairness Assessment of Question Paper using Artificial Intelligent Techniques", IBSSC- IIT bombay, , , December 2020.

  • Chhaya Dipak Dhavale, "FRUIT AND VEGETABLE GRADING WITH TRANSFER LEARNING AND CONVOLUTIONAL NEURAL NETWORKS FOR BETTER PRODUCTIVITY", ICACTA-Mumbai, , , 6 & 7th October 2023.

  • Chhaya Narvekar, Achal kalvar,Rohan M, Shubham chavan, "Forest Cover Change Detection using Satellite Images,", International Conference on Cyber Security & Digital Forensics 2021, , , 4/4/21.

  • Chhaya Dipak Dhavale, "Spatio-Temporal Data Harmalization Using Knowledge Graph for Soil Health Management. ..", IEEE International Geoscience and Remote Sensing Symposium, , In IGARSS 2023-2023, (2023, July)..

  • Minor Research Grant of Rs. 15000/- procured from Mumbai University for research project on 'Road Traffic- sign detection and driver assistance using machine learning', for duration of one year in the academic year 2018-19.

PG Level

Image Processing

System Security 

UG Level

Data Science ,

Artificial intelligence and Dats Science-I,

Artificial Intelligence.

Advanced Data Structures,

Data structures and analysis of  Algorithm.

Image processing.

Information security.

Project Management.

Operating System

Computer Networks.

Cryptography and network security.

Workshop / Seminar / STTP Attended

  • ATAL-Artificial Intelligence and Machine Learning organized by MGM college of Engineering and technology from 01st Jan - 06th Jan, 2024 Kalamboli.
  • Deep Learning (12 WEEKS) organized by NPTEL from 03rd Jul - 20th Oct, 2023 .
  • ISTE approved Online/SF-STTP/FDP Programmeon “Data Analytics and Visualization” organized by TSEC from 12th Dec - 17th Dec, 2022 .
  • Emotional Intelligence organized by University College of Engineering, Osmania University,AICTE Training And Learning (ATAL) Academy Faculty Development Program from 08th Nov - 12th Nov, 2021 .
  • Python for Data science organized by NPTEL from 26th Jul - 26th Sep, 2021 online .
  • FDP on Advanced Data structures & Algorithm organized by FRCRIT, Vashi from 28th Jun - 02nd Jul, 2021 .
  • FDP on LIFE SKILLS PERSONAL EFFECTIVENESS organized by ATAL-IIHMR Delhi from 21st Jun - 25th Jun, 2021 online.
  • ATAL-Deep Learning and Computer Vision (DLCV-2021) organized by ATAL organized by Department of Computer Science & Engineering, KAMLA NEHRU INSTITUTE OF TECHNOLOGY, SULTANPUR-228118 from 07th Jun - 11th Jun, 2021 online.
  • Deep Learning Tools & Applications in Engineering & Science organized by sponsored by All India Council for Technical Education (AICTE) ,New Delhi, organized by School of Computer Engineering and Technology (SCET), MIT Academy of Engineering, Alandi(D.),Pune during 10 May 2021 through 15 May 2021 from 10th May - 15th May, 2021 online.
  • Leadership & Excellence", Indian Institute of Plantation Management, organized by ATAL from 09th Nov - 13th Nov, 2020 .
  • AI using python”, Oriental college of technology, September 14-19, 2020 organized by Oriental college from 14th Sep - 19th Sep, 2020 .
  • online international training course on Perspective of Present & Future Weed research under climate smart Agriculture organized by ICAR-National Agricultural Higher Education Project, CAAST,CSAWM MPKV Rahuri. from 17th Aug - 20th Aug, 2020 online.
  • Introduction to Latex organized by EXTC- Department , Xavier institute of Engg from 15th Jun - 20th Jun, 2020 online.
  • Experimental Design and Optimization of Research in Machine Learning organized by Department of Information Technology from 01st Jun - 12th Jun, 2020 online.
  • Recent Trends and application of Machine Learning and Deep Learning in IT organized by RAIT- Information Technology Department from 25th May - 29th May, 2020 online.
  • Technology Awareness Quiz on Data structures in C organized by Pimpri Chinchvad college of engg. Nigdi pune on 07th May, 2020 online.
  • Advanced Methods in Satellite Image Processing organized by CSRE- IIT Bombay from 20th Jan - 30th Apr, 2020 IIT-Bombay.
  • Two week AICTE sponsored Faculty Development Program on Internet of Things :-Education Canvas organized by SKIT- Jaipur from 09th Nov - 20th Nov, 2019 Jaipur.
  • Online course on Python for Data Science organized by IBM- Cognitive class AI on 17th Nov, 2019 .
  • online course on Blockchain Essentials organized by IBM- Cognitive class on 11th Nov, 2019 .
  • One day Workshop “on eSim, a First Course in the IoT Series for Teachers” organized by Organized by ICT-IIT Bombay funded by PMMMNMTT on 21st Sep, 2019 MES Pillai College of Engineering, New Panvel .
  • Python Workshop organized by ICT-IIT Bombay funded by PMMMNMTT on 22nd Jun, 2019 At MES Pillai College of Engineering, New Panvel, .
  • Three days short term course on Text Analytics organized by C-DAC- Kharghar from 23rd May - 25th May, 2019 Kharghar.
  • AICTE Approved NPTEL course on Cryptography & network security organized by NPTEL from 07th Jan - 16th Apr, 2019 .
  • Introduction to Machine Learning organized by IIT-Kharagpur from 16th Dec - 17th Dec, 2018 RC-PCE-Panvel.
  • AICTE-ISTE Approved induction programme on Deep Learning , Computer vision and signal analysis organized by Xavier Institute of Engineering from 08th Jan - 13th Jan, 2018 Mahim.
  • FDP- on Python Programming organized by A.C.Patil college of Engineering from 20th Nov - 25th Nov, 2017 kharghar.
  • 2 days workshop on open source security tools system & web security organized by Information technology Department from 02nd Feb - 03rd Feb, 2015 Xavier r Institute Of Engineering, Mahim.
  • Research career success and Survival tips organized by FRCRCE- Bandra from 11th Mar - 12th Mar, 2014 .
  • 2 Day workshop on Artificial Intelligence - Human Computer Interaction organized by Computer and IT Department from 14th Oct - 15th Oct, 2013 Mukesh Patel School of Technology Management & Engineering.
  • Cloud computing organized by Department of Computer & IT from 05th Apr - 06th Apr, 2013 Xavier Institute of Engineering ,Mahim.
  • ANN-fuzzy logic organized by Department of Computer and IT from 06th Sep - 08th Sep, 2012 Xavier institute Of engineering Mahim.
  • 2-Week ISTE workshop on Introduction to Research Methodology organized by IIT-Bombay- Remote centre -PIIT-Panvel from 25th Jun - 04th Jul, 2012 .
  • Two week ISTE workshop on Database Management System organized by MHRD from 21st May - 31st May, 2012 IIT-Bombay.
  • ISTE approved STTP on Data warehousing and mining organized by Computer Department from 10th Jan - 14th Jan, 2011 KJSIEIT- Sion.

Workshop / Seminar / STTP Conducted

  • FDP on Recent Trends in Engineering and Technology- Session on AI applications in Biomedical Engineering on 10th Feb - 15th Feb, 2024 organized by Agnel Polytechnique,Vashi.
  • Generative AI –Language Models on 03rd Jul - 11th Nov, 2023 organized by EXTC Department, XIE.
  • NS-2 on 09th Oct, 2023 organized by Smt. Indira Gandhi College of Engineering, Ghansoli.
  • Reviewer for the 5th Biennial International Conference on Nascent Technologies in Engineering on 20th Jan - 21st Apr, 2023 organized by Fr. C. Rodrigues Institute of Technology, Vashi in association with IEEE and IAS.
  • Coordinated and participated in ONLINE Faculty Orientation Program on "Image Processing", a course of TE-IT SEM-VI-R-2019 on 10th Jan, 2022 organized by Department of Information Technology, Pillai College of Engineering, New Panvel on behalf of Board of Studies IT, University of Mumbai..
  • Reviewer for 2021 Conference on Technologies for Future Cities (CTFC 2021). on 09th Oct - 10th Oct, 2021 organized by Pillai College of Engineering.
  • IEEE Conference on Technologies for Future Cities 2021 IEEE CTFC-2021 on 08th Oct - 09th Oct, 2021 organized by MES, PCE Panvel.
  • FDP-MLA on 21st Jun - 26th Jun, 2021 organized by ISTE Approved EXTC Department.
  • Data Structures and Algorithm using Python on 20th Jul - 11th Aug, 2020 organized by Department of EXTC,Xavier Institute of Engineering.
  • Session Chair at International conference on nascent Technologies in Engineering(ICNTE-2015) on 09th Jan - 10th Jan, 2015 organized by FrCRIT- Vashi.
  • Reviewer At National conference on Recent trends in Computer engineering-RTCE-2012 on 24th Jan - 25th Jan, 2012 organized by Watumull Institute Of Electronics Engineering and Computer technology.

Training Course

As and when required attended  many Faculty Development Programs.

Data Structures, Advanced Data structures,

Analysis of algorithm, Operating system, Image processing

Data science,

Artificial Intelligence,  Deep Learning,

Machine Learning,

Computer vision.

Satellite Image Processing .

Deep Learning.

NPTEL

Cryptography and Network Security

Python for data science

Design Thinking

Deep Learninh