This research group makes students and faculties acquainted with various technologies/ tools needed in the area of Artificial Intelligence, Machine Learning and Big-Data Analytics. The general goal of Artificial Intelligence and Machine Learning research is to develop intelligent agents to make rational decisions based on observations, learn from experience and automatically extract knowledge and patterns from data. Faculty in this group design novel algorithms and study their theoretical properties and real-world applicability. We aim to create intelligent systems that learn to make decisions, reason about data, and communicate with humans.
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Sr. No. |
Name |
Member |
Contact |
Email ID |
|
1 |
Domain Head |
9011531597 |
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|
2 |
Member |
9822314570 |
||
|
3 |
Member |
7709602019 |
||
|
4 |
Member |
9850774272 |
||
|
5 |
Member |
9763722393 |
||
|
6 |
Member |
9420178119 |
1) NTTDATA: We do have MOU with NTTDATA for academic collaboration and internship opportunities to the students on the live project in Japan. Students are working on cutting edge technologies in the live environment and complete the specified task.
2) Dassault Systems: Our group members along with the students completed the consultancy projects for Dassault systemes in the area of Machine learning,NLP, and cloud computing. Following are the list of the projects completed.
| Project ID | 01 |
| Project Title | Linking Online Reviews to Product Design Environment |
| Brief Description | Ability to do a sentiment analysis on online product reviews and link it back to product design environment |
| Technologies Involved | Python, NLP |
| Project/Programming environment | Flexible |
| Other Skills required | Machine Learning, NLP, Sentiment Analysis |
| Project Stream | Select as required for the project: Mechanical / Structural / Aerospace / Comp Science – IT |
| Students | Neha Prabhune and Sanket Kulkarni |
| Project ID | 02 |
| Project Title | AI assisted Web based Learning Infrastructure |
| Brief Description | ● How can AI impact E learning? ● How to design an experience around Artificial Intelligence? ● Developing an implementation using real business data |
| Technologies Involved | ● AI Technologies - Natural Language Generation, Virtual chatbots, Machine Learning, Deep Learning Platforms, Text Analytics and NLP ● Web Technologies – J2EE, Web Technology, Front-End UI technologies, MySQL, Exalead |
| Project/Programming environment | Eclipse, Git, Continuous integration |
| Other Skills required | ● Good concept on Web technology basic ● Hands on applying AI technology concepts ● Explorative and Studious |
| Project Stream | Comp Science – IT |
| Students | Junaid Magdum, Chetan Chaku, Borse |
| Project ID | 03 |
| Project Title | Geometric Primitive Detection From Point Cloud |
| Brief Description | Ability to detect geometric canonical primitives such as planar faces, cylinders, cones, torii using point cloud data obtained by scanning 3D objects. |
| Technologies Involved | Machine Learning, Point cloud processing, Data Generation |
| Project/Programming environment | Flexible |
| Other Skills required | Machine Learning, Python , Computational Geometry |
| Project Stream | Select as required for the project: Mechanical / Structural / Aerospace / Comp Science – IT |
| Students | Rahul and Team |
3) E-Zest software solution: We do have MOU with NTTDATA for academic collaboration and internship opportunities to the students on the live project in Japan. Students are working on cutting edge technologies in the live environment and complete the specified task.
4) Veritas:
We do have an MOU with Veritas for project development and we have successfully completed 10 projects along with the students and PICT mentors. The following is the list of the projects completed and some of them are ongoing this year also.
5) Athlon University Irland: We do have MOU with Athlon University Irland for academic and research collaboration.
6) Forethought solutions Pvt.Ltd: Forethought sponsored a project in the area Video processing, Machine Learning and Health care.
7) XENSTACK: We have MoU with Xenstack Solutions India Pvt. Ltd., for training, placement and collabation in the area of distributed processing.
| Sr.No | Laboratory Equipment | Specification | Quantity | Cost in Rs |
|---|---|---|---|---|
| 1 | i7 Computers | Dell optiplex-3046, Intel Core i7,8 GB DDR4, 1TB HDD,E1916 HV 18.5" Monitor Dell USB opticalmouse-Black Dell Entry Keyboard kb216,3-3-3 year Warrenty | 15 | 7,47,300/- |
| 2 | i7 Computers | Dell Optiplex 5070 MT XCTO,Intel Core i7-9700(8 cores/12MB/8t/3.0 GHz upto 4.7Ghz/65W) 8GB DDR4 2666 MHz UDIMM 3.5 1 TB 7200 RPM SATA HDD, Dell E2016H 20" Monitor, USB wired keybord KB216 & mouse, 3 year warranty | 09 | 4,56,660/- |
| Sr.No | Specification | Quantity | Cost in Rs | Purpose |
|---|---|---|---|---|
| 1 | JDK | 24 | Open Source | For JAVA Programming |
| 2 | MongoDB | 24 | Open Source | For Database |
| 3 | Android Studio | 02 | Open Source | Application Development |
| 4 | MySQL | 06 | Open Source | Database Programming |
| 5 | R Studio/Python | 03 | Open Source | AI ML Programming |
Consultancy
| Sr.No | Project Title | Team Members | Specification | Company Name | Amount |
|---|---|---|---|---|---|
|
|
Barcode data upload on cloud for Mall |
Dr.Anant M.Bagade and Ms.D.D.londhe |
We have developed an application for online product barcode data upload in a cloud environment for further analysis |
IOT Solutions |
20,000 |
R&D Projects
| Sr.No | Project Title | Name of the faculty Members | Client Name | Revenue generated(INR) | Duration |
|---|---|---|---|---|---|
| 1 | Image morphing algorithms for data security | Dr. A. M. Bagade and Team | - | 2,00,000/- | - |
Phd Guides
| Sr.No | Name of the Researcher | Project Title | Name of Research Guide |
|---|---|---|---|
| 1 | Mrs. P. P. Joshi | Intelligent approach for evaluation of classification models derived with explainable artificial Intelligence | Dr. A. M. Bagade |
| 2 | Mrs. Yogita Narwadkar | Multi document abstractive text summarization using optimization and machine learning algorithms | Dr. A. M. Bagade |
| 3 | Mr. Nitesh Shrene | Steganography and steganalysis approach for data information Security | Dr. S. K. Moon |
|
Sr. No. |
Name of the faculty / student (Inventors) |
Title |
Application no. |
Date of filing (Filed / Published / Granted) |
Status: Applied / Published/ Granted / Licensed |
|---|---|---|---|---|---|
|
1 |
Dr. A. M. Bagade |
Security Device Using Brain Computer Interface |
201721007285 |
01/03/2017 |
Applied |
|
2 |
Dr. K A. Sultanpure |
Method And System For Scheduling Resources And Securing Cloud Computing Environment |
201841018210 |
15/05/2018 |
Applied |
|
3 |
Dr. S. C. Dharmadhikari |
Embedded Data Streaming System For Roadside Sensor Monitoring Application |
202041034010 |
07/08/2020 |
Published |
|
4 |
Dr. S. C. Dharmadhikari |
Hybrid Response And Traffic Control Algorithm (Hrtc) Based Congestion Detection And Control Technique In Denser Iot Networks |
202041034060 |
08/08/2020 |
Published |
|
Sr. No. |
Name of the Author |
Google Scholar Link |
|---|---|---|
|
1 |
Dr. A. M. Bagade |
https://scholar.google.co.in/citations?user=nndmsYUAAAAJ&hl=en |
|
2 |
Dr. Sunil K.Moon |
https://scholar.google.com/citations?user=cdvaZYEAAAAJ&hl=en |
|
3 |
Dr.Shyam B. Deshmukh |
https://scholar.google.co.in/citations?user=P6Pubf0AAAAJ&hl=en |
|
4 |
Prof.Virendra Bagade |
https://scholar.google.com/citations?view_op=list_works&hl=en&hl=en&user=zpRFVQkAAAAJ |
|
5 |
Prof. Ravindra B. Murumkar |
https://scholar.google.com/citations?view_op=list_works&hl=en&user=aNSLt50AAAAJ |
|
6 |
Prof. Priyanka Makkar |
https://scholar.google.com/citations?user=thN6-zoAAAAJ&hl=en&authuser=1 |
E-Zest Nebula R&D Laboratory inauguration
E-Zest Nebula R&D Laboratory inauguration discussion with staff and students
Internship Discussion of students with E-Zest Delegates
MOU Discussion of staff with E-Zest Delegates
Visit to Dassault Systems for Consultancy Work
Last updated: JUNE 21, 2024 at 11:05 am