Dr. Ravindra Bachate is an Assistant Professor in Department of User Experience Design. He has completed his Ph.D. from LPU, Punjab with specialization in Speech Recognition and Natural Language Processing (Computer Science). His areas of research are Artificial Intelligence, Machine Learning, Natural Language Processing, and Interaction Design. His expertise in various courses such as Data Analytics, Web Design, Mobile Application Design, Tangible Interaction Design, AI and ML, Usability Engineering and User Study
Educational Qualifications
- Ph.D. in Computer Science and Engineering, Lovely Professional University, Punjab.
- Master of Engineering in Computer Engineering from Savitribai Phule Pune University, Pune.
- Bachelor of Technology in computer science & Engineering from Shivaji University, Kolhapur.
Previous Work Experiences
- Worked as an Assistant professor in Department of computer Engineering, JSCOE, Hadapsar, Pune.
- Worked as an Assistant professor in Department of Computer Science and Engineering, TKIET, Kolhapur.
Training/Workshop
- Completed Certification in “Certified Scrum Master(CSM)” from Scrum Alliance
- Completed certification on “Fundamentals of Python” from Amity Future Academy.
- Completed training on “Business Analytics” from Indeed Inspiring Infotech, Pune.
- Completed certification on “Deep Learning” from Amity Future Academy.
- Completed certification on “Data Science” from Amity Future Academy.
- Participated in Two days’ workshop on PYTHON held at JSCOE Pune 2019.
- Two week ISTE WORKSHOP on “Introduction to Research Methodologies” conducted by IIT, Bombay under MHRD.
- Two week ISTE workshop on “Database Management System” conducted by IIT, Bombay under MHRD at TKIET Warananagar.
- Two week ISTE workshop on “Database Management System” conducted by IIT, Bombay under MHRD at TKIET Warananagar.
- Attended two days state level workshop on “Hadoop and Big Data” organized by JSCOE, Hadapsar, Pune.
- Attended two days state level workshop on “Hadoop and Big Data” organized by JSCOE, Hadapsar, Pune.
- Organized a two days android application development workshop in association with IIT Bombay and Virscent Technology, Jamshedpur.
- Organized a 2 days’ workshop on “Open Source Technology” by Prof. Krishnkant Mane, IIT Bombay under CSI Chapter.
- Organized 2 days SPPU workshop on “Data Science Using R”, February 2018.
Invited Talks
On “Big Data and Hadoop” in Vivekanand Polytechnic College, Kolhapur.
Research: Journal Publications:
1.Ravindra Bachate, Ashok Sharma, Amar Singh, “Enhanced Marathi Speech Recognition enabled by Grasshopper Optimisation‑based Recurrent Neural Network”, Computer Systems Science & Engineering, DOI:10.32604/csse.2022.024214
2.Ravindra Bachate, Ashok Sharma, Amar Singh, Parallel Big Bang‑Big Crunch‑LSTM Approach for developing a Marathi Speech Recognition System accepted SCIE and Scopus Indexed Journal
3.Ravindra Bachate, Ashok Sharma, “Comparing different pattern recognition approaches for Building Marathi ASR System”, International Journal of Advanced Science and Technology, Vol. 29, No. 5, (2020), pp.
4615 – 4623.
4.Ravindra Bachate, Dr. Ashok Sharma, “Automatic Speech Recognition systems for Regional Languages in India”‑ International Journal of Recent Technology and Engineering (IJRTE).
5.Ravindra Bachate, Supriya Dumbare, Gayatri Ladhe, Snehal Binawade, Srushti Gujar, “Understanding tools and applications of Data Analytics”, International Journal of Advance Research and Innovative Ideas in Education, Vol‑3 Issue‑6 2017.
6.Ishwarappa Kalbandia , Mohan V Pawar , Nikhilkumar , Ravindra Bachate, “IPTV Software Process and Workflow”, 2nd International Symposium on Big Data and Cloud Computing (ISBCCʼ15), Elsevier Publication, Procedia Computer Science 50 ( 2015 ) 128 – 134
7.Ravindra Bachate, Prof. H.A. Hingoliwala: “MRDS Data Processing and Mining using Hadoop in Cloud”, International Journal of Computer Applications (IJCA), (0975 – 8887) Volume 90 – No 10, March 2014.
8.Ravindra Bachate, Prof. H.A. Hingoliwala: “Improving performance of Apriori Algorithm using Hadoop”, International Journal of Research in Engineering and Technology (IJRET), (2319 – 1163) Volume 03 – No 12, December 2014.
9.Ravindra Bachate, Supriya Dumbare, Gayatri Ladhe, Snehal Binawade, Srushti Gujar, “Reducing Number of Parameters for Identifying Breast Cancer”, International Journal Of Advance Scientific Research and Engineering Trends,Volume 3,Issue 6, June 2018.
Conferences Papers:
1.A. A. Aga, R. R. Kalita, H. Jaagi, Ravindra Bachate and K. Garg, “Manzil: An Interactive Data Visualization Project Exploring Everyday Spaces,” 2022 International Conference on Advanced Computing Technologies and Applications (ICACTA), 2022, pp. 1-6, doi: 10.1109/ICACTA54488.2022.9753082.
2.Ravindra Bachate, Ashok Sharma, Amar Singh, Duo Features with Hybrid-Meta-Heuristic-Deep Belief Network Based Pattern Recognition for Marathi Speech Recognition. In: Gupta, D., Khanna, A., Kansal, V., Fortino, G., Hassanien, A.E. (eds) Proceedings of Second Doctoral Symposium on Computational Intelligence. Advances in Intelligent Systems and Computing, vol 1374. Springer, Singapore. https://doi.org/10.1007/978-981-16-3346-1_53
3.Attended India HCI 2020 11th edition of the Indian conference series on Human Computer Interaction (Design and Research, held virtually on 5th 8th of November 2020.
4.Ravindra Bachate, Dr. Ashok Sharma, “Acquaintance with Natural Language Processing for Building Smart Society”, E3S Web of Conferences (2019) 6thInternational Conference “Energy & City of the Future” EVF’2019, MITADT University, Pune.
5.Ravindra Bachate, Sayali Gaikwad, Pranali Nale, “Survey on Big Data Analytics for Digital World”, 2016 IEEE International Conference on Advances in Electronics, Communication and Computer Technology (ICAECCT) Rajarshi Shahu College of Engineering, Pune India. Dec 2‑3, 2016 – No.5, May 2016.