Dr.Namdeo B.Badhe
Assistant Professor ,Thakur College of Engineering and Technology
Assistant Professor ,Thakur College of Engineering and Technology
Academic Qualification:
PhD completed in Information Technology Department, July 2024 Finolex Academy of Management and Technology, Ratnagiri
Master of Engineering in Computer Engineering, March 2013, Vidyalankar Institute of Technology, Mumbai, Mumbai University- Passed with 73.72% marks securing First class with Distinction.
Bachelor of Engineering in Computer Science & Engineering, May 2004, Walchand Institute of Technology, Shivaji University – Passed with 66.577% marks securing First Cass with Distinction.
Diploma in Industrial Electronics. - March 2001 K.J.Somaiya Polytechnic, Mumbai –Passed with 70.00% marks securing First class with Distinction.
S.S.C. - March 1998, D.S.Highschool Sion (E), Mumbai- Passed with 86.66% marks securing First class with Distinction
Work Experience (Teaching / Industry): 20 years Teaching experience
Area of Specialization : Database System ,Machine Learning, Deep Learning, Remote Sensing Satellite Image Analysis.
Subject taught at Under - graduate Level:
Database Management System
Advanced Database Management System
Data Mining and Business Intelligence
Automata Theory
Artificial Intelligence
Machine Learning
PL-SQL Oracle
Subject taught at post- graduate Level:
Machine Learning
Advanced Artificial Intelligence
Internet of Things
Projects carried out :
PhD. Research Title: Hyperspectral Image Segmentation using Deep Neural Networks.
M.E. Project : A Novel Approach for Web Recommendation System based on Sequential Access Patterns
B.E. Project : Email Alert System
Professional Experience :Teaching Experience: 20 years
Thakur College of Engineering & Technology, kandivali (E), Mumbai, 31/01/ 2005 – till date. Assistant Professor: Worked as Assistant Professor in IT department of TCET.
Mumbai University Approval Letter No: CONCOL/IS/ECD/2012-13/43646 Dated 23rd Nov 2013, Approved Since 22/01/2005 (USSC Appointment as Lecturer in 5th Pay equivalent to Assistant Professor in 6th Pay)
Mumbai University M.E. Degree (Information Technology Branch) Approval Letter No: Thesis/ICD/2022-23/3454 dated 7th February 17, 2023
Licenses & Memberships
1. GATE 2005, Passed GATE 2010 exam with 018.00
2. Member of The Indian Society For technical Education (ISTE -ID: LM 52383)
3. Certified Internal Auditor for ISO 9001:2008 Standard, feb 2012
Research Paper/Patent Publications
National / International Conference Research Paper:
1. Namdeo Badhe,” Attack On RSA Scheme-Computation of Private Key Using Public Key” VIT,Mumbai March 2011
2. Namdeo Badhe, “Algorithms for Sequential Pattern Mining – A General Survey and Comparison , in International level conference, ICWET 2012, TCET,Mumbai. vol. 1, Feb- March 2012, ISBN: 973-93-80864-47-3.
International Level Journal Paper:
1. Namdeo B. Badhe,“A Novel Approach for Web Recommendation System based on Sequential Access Patterns", International Journal of Innovations & Advancement in Computer Science IJIAC,SISSN 2347 – 8616 Volume 3, Issue 2 ,feb 2014
2. Mr. Namdeo B. Badhe,“Customer Relationship Management using Data Mining”,IJSRD - International Journal for Scientific Research & Development| Vol. 2, Issue 02, 2014 | ISSN (online): 2321-0613
3. Mr. Namdeo B. Badhe, “Identifying Buying Preferences of Customers in Real Estate Industry using Data Mining”,IJSRD - International Journal for Scientific Research & Development| Vol. 2, Issue 02, 2014 | ISSN (online): 2321-0613
4. Mr.Namdeo B. Badhe,“Recommender system for music data using genetic algorithm”",International Journal of Applied Information Systems (IJAIS),vol- 3,ISSN:2249-0868,pp 601-604,feb 2014
5. Namdeo Badhe Comparative Study of Various Techniques Used To Restructure Website By Facilitating Effective User Navigation SBN : 978-0-9884925-9-2 1, 577-580
6. Namdeo Badhe “A Survey on Information extraction using web content Mining techniques on Cloud” ISBN : 978-0-9884925-7 1, 270-272
7. Namdeo Badhe Survey on Unwanted Messages Filtering Techniques from Social Networks ISBN : 978-0-9884925-9-2
8. Namdeo Baban Badhe and Dr.Vinayak Ashok Bharadi “Real Time Multiple object detection on low con-strained devices using Lightweight Deep Neural Network”,2020 Springer
9. Namdeo Baban Badhe , Dr.Vinayak Ashok Bharadi,“Implementation of diffusion model for cloud removal in satellite imagery” ISSN 2319-4979, Vidyabharati International Interdisciplinary Research Journal 15(1) September 2022
10. Namdeo Baban Badhe, Dr.Vinayak Ashok Bharadi ,Dr. Nupur Giri, Sujata Alegavi and Shashank Tolye “An Efficient Image Segmentation using Optimized Segmentation Network for Remote Sensing Satellite Images”, International Journal of Intelligent
Systems and Applications in Engineering (IJISAE), 11(9s), 804–821 ISSN:2147-6799. Scopus Indexed. July 2023 https://ijisae.org/index.php/IJISAE/article/view/3269/1855.
11. Namdeo Baban Badhe, Vinayak Ashok Bharadi ,Nupur Giri and Sujata Alegavi “Deep Attention based Dense Net with Visual Switch Added BiLSTM for Caption Generation from Remote Sensing Images”, International Journal of Intelligent Engineering and Systems ISSN: 2185-3118. Scopus Indexed, August 2023, Published. 3603- 1692840863.pdf (oaji.net)
12. Namdeo Baban Badhe, Dr.Vinayak Ashok Bharadi and Dr. Nupur Giri,” A Comparative Analysis of Remote Sensing Land Use Land Cover Image Classification using Deep Convolutional Neural Networks based on SuperPixels”, The Ciência and Engenharia - Science and Engineering journal, ISSN 0103-944X. Published
13. Bhushankumar Nemade,Sujata S. Alegavi, Namdeo Baban Badhe and Aaditya Desai
,”ENHANCING INFORMATION SECURITY IN MULTIMEDIA STREAMS THROUGH LOGIC LEARNING MACHINE ASSISTED MOTH-FLAME OPTIMIZATION”,ICTACT JOURNAL ON COMMUNICATION TECHNOLOGY,VOLUME: 14,ISSUE: 03,September 2023,ISSN: 2229- 6948(ONLINE),UGC care
14. Namdeo Baban Badhe,Vinayak Ashok Bharadi,Nupur Giri,Sujata Alegavi and Vijaykumar Yele “A Systematic Review: Remote Sensed Hyperspectral Image Segmentation and Caption Generation using Deep Learning Methods” Pervasive Knowledge and Collective Intelligence on Web and Social Media ,Second EAI International Conference,PerSOM 2023,Hyderbad,India,November 24-25, 2023, Proceedings, EAI Springer
15. Govinda Khandelwal, Bhushankumar Nemade, Namdeo Badhe, Darshan Mali, Krishna
Gaikwad, Namrata Ansari “Designing and Developing novel methods for Enhancing the Accuracy of Water Quality Prediction for Aquaponic Farming” Advances in Nonlinear Variational Inequalities, ISSN: 1092-910X Vol 27 No. 3 (2024)
Patent Details:
Patent 1
Title of Invention: “Intelligent Waste Collector Bin", International Full Name(S) of Inventors(S):
1 Mr. Namdeo Badhe
2 Dr.Bhushankumar Nemade
3 Dr.Bijith M.
4 Ms.Vaishali Shirsath
Patent application number:6288561 Date of Patent filing: 08/06/2023 Date of Granted:17/06/2023
Patent 2
Title of Invention: Method and system for Efficient Image Segmentation using Optimized SegNet- based Model
Full Name(S) of Inventors(S):
1. Namdeo Baban Badhe
2. Dr. Vinayak Ashok Bharadi
3. Dr. Kaushal Kamaleshwar Prasad
4. Dr. Nupur Giri
5. Shashank Shashikant Tolye
6. Vijaykumar Pandurang Yele
Filed with Republic of South Africa. Application No: 2023/08526 Lodging Date: 05/09/2023
Date of Granted:27/4/2024
Development Programs Attended:
Completed Two week STTP on “Modern Trends in communication “, held at TCET.
Attended two day ISTE course on “Computer Networking” from 28th January to 29th January,2006.
Attended two days STTP on “Mobile Computing with recent trends & future challenges” on 21st& 22nd July 2006.
Attended two week ISTE-IITB workshop
Attended “Engineering Colloquium (EC- 2013)” from Feb 22nd, 2013 to Feb 23rd, 2013 at TCET Kandivali(E), Mumbai.
Attended two day ISTE workshop on “Aakash for Education” from 10th November to 11th November,2012.
Attended two week ISTE-IITB workshop on “Signals & System” from 2nd January to 12th January 2014.
Attended two week ISTE workshop on “Computer Programming” from 16th June to 21st June 2014.
Attended two week ISTE workshop on “Introduction to Design of Algorithms” from 25th May to 30th May 2015.
Attended two weeks ISTE approved STTP on “Tools ‘N’ Technology” from 14th Dec to 24th Dec, 2015 at TCET, Kandivali(E), Mumbai.
Organized In-house student workshop in International Conference on Emerging Trends in technology (ICWET 2011) on 25th& 26th Feb 2011.
Organized student development program for Second and Third Year students in 2012,2013,2014,2015,2016,2017
Attended three day Faculty development Program “Python Programming” conducted by Infosys on 2nd,3rd and 4th Jan 2017
Attended Five days Faculty development Program “Big Data and Analytics” conducted by Infosys from 18 to 22 December 2017.
Attended Subject Orientation of “Automata Theory” on 1 January 2018 at RAIT, Nerul,Navi Mumbai.
Attended "Basic Principles of Remote Sensing Technology” by Indian Institute of Remote Sensing (IIRS),ISRO Dehradun, during 13-04-2020 to 25-04-2020 .
Attended Principal Meet 2018 on 21 February 2018
Training Programmes Organized:
Student Development Programme for all Second Year and Third Engineering Students (Year 2015,2016,2017,2018)
Coordinator for Infosys Campus Connect Foundation Programme 5.0 Webinar Series from 8 to 12 January 2018
Coordinator for “Infosys Campus Connect- A Road Show” for All Infosys Recruited students (Batch 2018) On 6 February, 2018.
Infosys Campus Connect Foundation Programme(ICCFP 5.0) for all Final Year Engineering Students (Year 2019)
Infosys Campus Connect Foundation Programme InfyTQ for all Final Year Engineering Students (Year 2020)
Infosys Campus Connect Foundation Programme InfyTQ for all Third Year Engineering Students (Year 2020 & 2021)
Corporate Training Programme InfyTQ for all Third Year Engineering Students (Year 2021)
Institutional Internship Programme for First and Second Year Engineering Students (Year 2019,2020)
Organizing Committee Member in CTESD & IOW 2018,2019,2020
Organized Infosys Campus Connect Program for Final Year students in 2018,2019
Internship Coordinator at Bhaktivedant Hospital & Research Centre,Miraroad(2019,2020)
TCET Webinar Series Coordinator(15th June to 4th July and 11 July 2020)
AI ML Syllabus Design Committee
Conducted one week Training on Database System for Indian Nay Officers at INS Hamla,Malad 2019
Conducted one week Training on SQL Server DBA at Indian Navy Head Quarters,Delhi.2022
Conducted one week Training on Database System for Indian Nay Officers at INS Hamla,Malad 2022
Conducted TCET Shastra’s Coding, GDSC Club activities and GFG Clubactivties for all second and third year engineering students in A.Y.2022-23
Conducted TCET Shastra’s Coding, GDSC Club activities and GFG Clubactivties for all second and third year engineering students in A.Y.2023-24
Organized one week IEEE Sponsored Collaborative Capacity Building Program on “Generative Adversarial Neural Network and Adversarial Auto Encoders for Effective IP”
Consultancy & Research:
· Received Minor Research Grant by University of Mumbai of 30,000 rs. for the project titled “A Healthcare System to help mentally challenged Person to create Stimulated Environment”
· Consultancy of rs.15000 Received for the Project Bhaktivedanta Hospital “Intra hospital diet management system”
Honors and Awards:
Silver partner faculty under “Inspire-The Infosys Campus Connect Faculty Partnership Model.