Skip to main content
News & Events
 0788-2359424
Online Payment
Examination
Notices
  1. Home
  2. Department
  3. Faculty Details

About Faculty

icon

Dr. Ani Thomas

Professor & Head

ani.thomas@bitdurg.ac.in

Dr. Ani Thomas is Professor & Head of Information Technology Department at Bhilai Institute of Technology, Durg (C.G.). Her post-graduation is in the Computer Applications discipline from GovtEngg College, Raipur. She was awarded Doctoral degree in the Discipline of Computer Applications on the topic, “Automated Tool Design of Subjective Question Answering using Text Mining” in July 2013. She is the Dean of Computer and Information Technology now and was Chairperson, Board of Studies (Information Technology) in Chhattisgarh Swami Vivekananda Technical University for the past four years. She is research guide of 8 PhD scholars and 3 have been awarded PhD degree. She has conducted and delivered several Keynote sessions in ACM, ISTE and CCOST sponsored workshops. She has been Research paper Reviewer for IEEE sponsored conferences, Springer Nature journals and Faculty Coordinator for events conducted by many IITs. She is a Life fellow member of Professional bodies: ‘Indian Society for Technical Education’ and ‘Computer Society of India’ and also an Editorial board member of many journals. She won best paper award in national conference TECHNOVISION 2007. She and her team has bagged 2nd position in Slot filling task, research software project competition organized by NIST, Govt. of USA in TAC 2013. Dr. Thomas has teaching experience of 28 years and research experience of 17 years with areas of academic interest in Artificial Intelligence & Expert Systems, Natural Language Processing, and Machine Learning Using Text Mining. She has 12 Copyrights registered in Computer Software category from Govt. of India, 5 Design Patents from Govt. of India and completed one Sponsored Project. She has published a number of research papers; authored one book; 2 book chapters in Scopus publications; 42 in International / National Journals and 35 in International Conferences / National Conference forums. She has organized several professional activities till date including Faculty Development Programs, Conferences and e-workshops.

Dr. Ani Thomas

Employee ID 10056
Date of Joining 12-11-1999
Nature of Association Regular
Department Information Technology
Designation Professor & Head
Educational Qualification Ph.D., MCA, B.Sc (Maths)
E-Mail ani.thomas@bitdurg.ac.in
Contact Number Extension No. - 320 , Global Directory No. -8111
Areas of Interest

Teaching: Artificial Intelligence and Expert Stems, Cloud Computing, Cyber Security, Theory of Computation, Data Mining, Machine Learning, Soft Computing Research: Text Mining, Machine learning, Deep Learning, Generative AI, Explainable AI, Sentiment Analysis, Hindi Text Classification and Summarization

Publications

    INTERNATIONAL JOURNALS:

     

    1. “A generalized image steganalysis approach via decision level fusion of deep models”, Multimedia Tools and Applications, 83(14), 2024, pp. 43513–43538, ISSN: 1573-7721 , ‘Scopus Indexed Journal’
    2. “LGAT: Lightweight Graph Attention Model for Real-Time Session-Based Recommendation System”, International Journal of Performability Engineering, 22(3), 2026, pp. 158-166,  ISSN 2993-8341,0973-1318,‘Scopus Indexed Journal’
    3. “Generative Artificial Intelligence-based modified abstractive cross attention enabled Sequence to sequence encoder-decoder model for abstractive text summarization”, Engineering Applications of Artificial Intelligence, https://doi.org/10.1016/j.engappai.2025.111478, Volume 158, Part A,  2025, 0952-1976, Web of Science ‘SCIE’ and ‘Scopus Indexed Journal’.
    4. “Handling Session-Based Prediction Task using Gated Graph Attention Mechanism”, Journal of Engineering Science & Technology Review, DOI:10.25103/jestr.184.09, Volume 18, Issue 4, 2025,‘Scopus Indexed Journal’.
    5. “Innovative abstractive Hindi text summarization model incorporating Bi-LSTM classifier, optimizer and generative AI”, Intelligent Decision Technologies, https://doi.org/10.1177/18724981241289752, 19(2), ISSN: 1872-4981/1875-8843, Jan 2025, Web of Science ‘ESCI’ and ‘Scopus Indexed Journal’
    6. “Enhancing Real-Time Session-Based Recommendation System using Light Graph Convolutional Network”, International Journal of Performability Engineering, 21(7),ISSN 2993-8341,0973-1318, ‘Scopus Indexed Journal’
    7. “A Novel robust feature extraction with GSO-optimized extreme learning for age-invariant Face Recognition”, The Imaging Science Journal, Vol. 67, No. 6, Sep 2019, pp.319 - 329,  ISSN 1743-131X, Taylor & Francis Group, , Web of Science ‘ESCI’ and ‘Scopus Indexed Journal’
    8. Sentiment Quantification Approaches For Customer Reviews Of Amazon Products”, International Journal of Advanced Science and Technology, Vol. 28, Issue 11, Sep 2019, ISSN 2005-4238/2207-6360, ‘Scopus Indexed Journal’ from 2016 to 2020
    9. “Age Invariant face Recognition for user authentication by Updating Corpus using ANN and Genetic Algorithm”, Sambodhi: Indological Research Journal of L. D. I. I., Volume 43, Issue 3, Dec-2020, PP 129-133, ISSN: 2249-6661
    10. “Sentiment Quantification Model using Gaussian Mixture Model and K-Means Clustering Techniques”, International Journal of Analytical and Experimental Model Analysis (2020) (Nov), Vol. XII, Issue XI, ISSN: 0886-9367.
    11. “Tamper Proof Smart Trash Can”, International Journal – Ajanta, Vol 08, Issue 01, pp. 18-25, Jan-Mar 2019. ISSN 2277 5730,           
    12. Swarm Optimization Based Extreme Learning For Age invariant Face Recognition”, International Journal of Management, Technology And Engineering,    Volume 9, Issue 3, March-2019, PP 833-844 ISSN: 2249-7455,
    13. Sentiment Analysis Survey on Recent Techniques, International Journal of Management Technology and Engineering, Vol. 9, Issue 3, March 2019, ISSN 2249 7455,
    14. “Automatic Subject Indexing: a bootstrapping approach through text mining operations” – International Journal of Engineering Research and Industrial Applications, Vol 1, No. V.
    15. “Intelligent Fuzzy Decision Making for Subjective Answer Evaluation using Utility Functions”,  IEEEXplore release 2.5 and ACM Digital Library, ISBN:  978-0-7695- 3267-7.
    16. “Fuzzy Decision Making for Automatic Answer Evaluation in Restricted Domains” - Reflections des ERA – Journal of Mathematical Sciences, Vol 3, No.1, (Feb 2008).
    17.  “An Intelligent Hybrid tool for finding and organizing relevant text documents” –International Journal of Computer Science and Applications, Vol 2 , No. 1 (May2009).
    18. “Recognizing Multi objective Decision making features in Subjective Question Answering”- International Journal on Computer Engineering and Information Technology, Vol 1, No. 1, 2009 published by Scientific Engineering Research Corporation, USA.
    19.  “What makes an unbiased evaluation towards Subjective Answer Assessments”- International Journal of Information Processing (IJIP), Vol  4, No. 2 (2010),  pg. 61-68.
    20. “A Comparative Analysis for exploring Answer Subjectivity”, - International Journal of Computational Intelligence Theory and Practice ( IJCITP ) , Vol  5, No 2 (2010).
    21. “Extracting Noun Phrases in Subject and Object Roles for Exploring Text Semantics”, International Journal of Computer Science and Engineering (IJCSE), Vol. 3, No. 1, (2011), pp.  1-7.
    22. “Exploring Text Semantics to extract Key-fragments for Model Answers”- IEEE Xplore and IEEE CS Digital Library, ISBN: 978-0-7695-4201-0, DOI: http://doi.ieeecomputersociety.org/10.1109/ARTCom.2010.110.
    23. “Fuzzy Grading for Content Management in E-Learning Systems” International Journal of Computer Applications , Vol. 1 No.18 , (ISBN: 978-93-80746-17-3)
    24. “Detection & Prevention of Terrorist Activities Using GIS and Remote Sensing”,
    25. International Journal of Computer Applications, Vol. 1 No.14 , (ISBN: 978-93-80746-13-5)
    26. “Combating Man-made disaster using Remote Sensing” - IEEE Explore, ISBN:  978-1-4244-5250-7, DOI: 10.1109/ICETET.2009.51
    27.  “Machine Learning Approach for resolving Pronominal Anaphora using Hindi Dependency Treebank”, International Journal of Advanced Engineering Research and Studies, Vol. 4, No. 2, (March 2015), pp.  155-159.
    28. “Exploring Semantic Information from Hindi Dependency TreeBank for Resolving Pronominal Anaphora”, International Journal of Computer Applications, Special issue on Knowledge, Innovation in Technology and Engineering, (ISBN: 973-93-80887-74-2), 2015.
    29. “Machine Learning Approach upon Text from Varied Publishing Formats” Res. J. Computer & IT Sci., Volume 4, Issue (11), Pages 16-20, November,20 (2016) E-ISSN : 2320 – 6527 .
    30. “An Algorithm to Quantify Sentiments of Product Reviews for a Given Feature using Text Mining”, International Journal of Engineering Science and Computing IJESC, Vol. 7, Issue 6, , Jun 2017, ISSN 2321 3361.
    31. “A Relative study of factors and approaches for Hindi Anaphora Resolution”, International Journal of Management, IT and Engineering, Dec 2017, pp. 176-179, ISSN: 2249-0558, UGC Approved in 2017.
    32. “A Survey on Anaphora Resolution Toolkits”, International Journal for Research in Applied science and Engineering Technology”, Vol. 5, No. 12, Dec 2017, pp.796-801, ISSN: 2321-9653. UGC Approved in 2017.
    33.  “Semantic Analysis for text dataset from Amazon Reviews”, International Journal of Advancement in Management Technology and Engineering Sciences IJAMTES, Vol. 8, Issue 3, March 2018, ISSN 2249 7455, UGC Approved in 2018
    34. “A Study of Intelligent techniques for Credit Card Fraudulent transactions”, International Journal of Advancement in Management Technology and Engineering Sciences IJAMTES, Vol. 8, Issue 3, March 2018, ISSN 2249 7455, UGC Approved in 2018.
    35.  “Quantifying Sentiments of Amazon Reviews”, International Journal of Scientific Research in Computer Science, Applications and Management Studies IJSRCSAMS, Vol. 7, Issue 3, May 2018, ISSN 2319 1953, UGC Approved in 2018
    36. “A Survey of  Credit Card Fraud detection techniques for Genetic Algorithm”, International Journal of Innovative Research in Computer and Communication Engineering” IJIRCCE, Vol. 6, No. 7, Jul 2018, pp.6740 - 6744, ISSN: 2321-9653.
    37.  “Classification of Text Corpus for Opinion Mining of Chhattisgarh Tourism Sector”, International Journal of Research IJR, Vol. 9, Issue 7, Jul 2020, ISSN 2236-6124.
    38. “Feature based Opinion Mining using Text Analysis for Chhattisgarh Tourism Industry”, International Journal of Soft Computing and Engineering IJSCE, Vol. 10, Issue 1, Jul 2020, ISSN 2231-2307.
    39. Homomorphic Encryption Methods Review, MuktShabd Journal ,Volume XI, Issue X, OCTOBER/2022,
    40. Encryption and Decryption using Cryptography for Medical Data Security, MuktShabd Journal ,Volume XI, Issue X, OCTOBER/2022,

    NATIONAL JOURNALS:

    1. “Role of Page Accessions for Drafting Precise and Complete Answer Keys” – Indian Journal of Technical Education (IJTE), Special Issue on Revolutionary Trends in IT, April 2012, pp-139-144.
    2. “Subjective Question Answering Frameworks: A review for Advanced Studies”, CSVTU Research Journal, Vol 5 (2012), pp. 63-69.

     

     WORKSHOP PROCEEDINGS (SCOPUS):

    1. “Subjective Model Answer Generation Tool for Digital Evaluation Systems”,  CEUR Workshop Proceedings, Vol-1819, Jun 2017, Scopus Indexed.
    2. “Innovative Evolutionary Algorithm Approach for Class-Teacher Timetabling Problem” CEUR Workshop Proceedings, Vol-1819, Jun 2017, Scopus Indexed.
    3.  “Lexico-Semantic Analysis of Essays in Hindi Language” CEUR Workshop Proceedings, Vol-1819, Jun 2017, Scopus Indexed.

     

    CONFERENCES (INTERNATIONAL):

    1. “Automatic Generation of Back-Of-The-Book-Index: An Integrated Approach through Text Mining Operations” - Proceedings of International Conference on Recent Trends in Information Systems’, NEC Kovilpatti, Tamil Nadu, January 2006 ,  Pg 416 – 423.

    2.“Learning Ontologies and Semantic Concept Spaces for Automatic Document Relevance Ranking”            - Proceedings of 2nd International Conference on “Resource Utilization and Intelligent Systems”, to be held at Kongu Engineering College, Perundurai, Tamil Nadu, India from 3rd – 5th January 2008, Pg 591-595.

    3.“Intelligent Fuzzy Decision making for subjective answer evaluations using utility functions”- Proceedings of  International Conference on Emerging Trends in   Engineering and Technology, ICETET’ 08, that shall be held at G.H. Raisoni College of Engineering, Nagpur, INDIA during 16th – 17th   July 2008, pg 45.

    4.“What makes an unbiased evaluation towards Subjective Answer Assessments”- Proceedings of Third International Conference on Information Processing
    (ICIP 2009, Bangalore), August 2009.

    5.“Exploring Text Semantics to extract Key-fragments for Model Answers”- Proc. Of Second International Conference on Advances in Recent technologies in Communication and Computing, Kerala, India held on 16-17 October 2010, pp. 255-257.

    6.“Bhilai Institute of Technology Durg at TAC 2010:  Knowledge Base Population Task Challenge”, Proc. of Text Analysis Conference (TAC 2010), National Institute of Standards and Technology, Gaithersburg, MD, USA.

    7. “Combating Man-made disaster using Remote Sensing” - International Conference on Emerging Trends in   Engineering and Technology, ICETET’ 09, held at G.H. Raisoni College of Engineering, Nagpur, 16th – 18th Dec 2009

    8.“Flood Prevention using GIS and Remote Sensing” - Asian Conference on Remote Sensing, ACRS 08, Colombo, Srilanka, 10-14 Nov 2008.

    9.“ARPANI@BIT_DURG: KBP English Slot-filling Task Challenge “-
    Proc. Of Text analysis Conference (TAC 2013), National Institute of Standards and Technology, Gaithersburg, MD, USA.

    10.“Subjective Model Answer Generation Tool for Digital Evaluation Systems”  Joint Proceedings of the 3rd Modelling Symposium (ModSym), Developmental Aspects of Intelligent Adaptive Systems (DIAS), and Educational Data Mining Practices in Indian Academia (EDUDM) co-located with 10th Innovations in Software Engineering (ISEC 2017), Jaipur, India, February 5, 2017

    11.“Innovative Evolutionary Algorithm Approach for Class-Teacher Timetabling Problem” Proceedings of the Educational Data Mining Practices in Indian Academia (EDUDM) co-located with 10th Innovations in Software Engineering (ISEC 2017), Jaipur, India, February 5, 2017

    12.“Lexico-Semantic Analysis of Essays in Hindi Language” Proceedings of the Educational Data Mining Practices in Indian Academia (EDUDM) co-located with 10th Innovations in Software Engineering (ISEC 2017), Jaipur, India, February 5, 2017

     

    CONFERENCES (NATIONAL):

    1.“PC- Telephony – Voice Over Internet Protocol Communications”  - Proceedings of National Conference on Advanced Communication Techniques’ , BIT, Durg, April 2005 , Pg 290 – 297.

    2.“Automatic Generation of Back-Of-The-Book-Index : An Integrated Approach through Text Mining Operations”  - Proceedings of 4th Chhattisgarh Young Scientists Congress , Indira Gandhi Agricultural University, Raipur, March 2006, Pg 50.

    3.“A Framework for Automatic Answer Evaluation in Restricted Domains”  -  Proceedings of National Conference : ‘EGYAN-06’ on Applications of Information Technology, Emerging Trends in the section of Fifth Generation Techniques , Prestige Institute of Management & Research, Indore,  August 2006 , Pg 23.

    4.“Conversion of a relation schema in BCNF to 4NF” - Proceedings of National Conference on Software and Emerging Technologies’ , Chouksy Engineering College, Bilaspur- September 2006 ,  Pg  9.

    5.“Formulating Semantic Concept Spaces for Relevance Ranking of Text Documents”  -  Proceedings of National Conference : ‘BITCON-07’ on Technological Advancements in Processing and Decision making, Bhilai Institute of Technology, Durg,   March 2007, Pg  40-44.

    6.“Fuzzy Decision Making for Automatic Answer Evaluation with Bootstrapped Ontologies”  -  Proceedings of National Conference : ‘BITCON-07’ on Recent trends of Mathematics in Science and Technology, Bhilai Institute of Technology, Durg,   March 2007, Pg 62-66.

    7.“An Automated Tool for Relevancy ranking of text documents using bootstrapping semantics”  -  Proceedings of National Conference –‘TECHNOVISION 07’ , Sri Shankaracharya College of Engineering &Technology,Bhilai, 26-27 October 2007 , Pg 41-47.

    8.“Innovations in Robot Vision for Performing Underwater Tasks”  -  Proceedings of National Conference –‘TECHNOVISION 07’ , Sri Shankaracharya College of Engineering &Technology,Bhilai, 26-27 October 2007 , Pg 216-221.

    9.“Contextual question Answering as an add-on tool for Digital Libraries”  -  Proceedings of Colloquium on Mobile Communications and Data & Knowledge Engineering, School of Studies in Computer Science & IT, Pt. Ravi Shankar Shukla University, Raipur, 2nd – 3rd January  2009.

    10.“An Evaluation Framework for subjective answers using Fuzzy Logic” - Proceedings of National Conference –NCKMS 09 ,Govt V.Y.T PG college,Durg, October 2009.

    11.“Knowledge Management for Expert E-Tutoring System” - Proceedings of National Conference –NCKMS 09 ,Govt V.Y.T PG college,Durg, October 2009.

    12.“Finding Meaningful Sentential Components from Free Text for Fuzzy QA Evaluation”, - Proceedings of National Seminar on Application of Fuzzy logic & modern trends in Applied Maths, BIT, Durg, 8-9th  July 2010.

    13.“Fuzzy Ordering with Ranking Refinements for Text Document Relevance”- National Seminar on Emerging areas in Pure & Applied Mathematics, Kalyan College, Bhilai, 25-26 Nov, 2011

    14.““Knowledge Acquisition in Rural Areas using Mobile knowledge Library “-National Conference on Advanced Computer Applications for Rural Development in the Context of Chhattisgarh State, BIT- Durg, 8-9 March 2013.

    15.“Hierarchical Back index generation for e-books” -National Conference on Advanced Computer Applications for Rural Development in the Context of Chhattisgarh State, BIT- Durg, 8-9 March 2013.

    16.“Intelligent Machine Assisted Vocabulary Generation for NER attributes” – National Conf on Recent Advances in Statistics and Applications, SOS in Statistics, RSSU, Raipur, Nov. 15-17, 2013.

    17.“Machine Learning Approach for resolving Pronominal Anaphora using Hindi Dependency Treebank”, National Conference on Recent Advances in Machine Learning And Soft Computing Approaches (BITCON 2015), 20-21 Feb 2015.

    18.“Issues, Survey and Challenges for improving the performance of Anaphora Resolution Tools”, National Conference on Recent Advances in Machine Learning And Soft Computing Approaches (BITCON 2015), 20-21 Feb 2015.

    19.“Exploring Semantic Information from Hindi Dependency Tree Bank for Resolving Pronominal Anaphora”, National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015), Kruti Institute of Technology and Engineering, Raipur, April 10-11,2015.

    20.“A Survey of Approaches for Allocating Resources in Timetabling” in national Conference BITCON 2017 held at BHILAI INSTITUTE OF TECHNOLOGY, DURG on 28th March 2017.   

     

    COMMUNICATED AND ACCEPTED

    “An Architectural Framework for automatic answer evaluation in restricted domains”- Accepted for International Conference on Computer Design, Las Vegas, U.S.A, June 2006 conducted by World Academy of Science.

    “The Role of Answer Keys in Subjective Question-Answering Assessments”- Accepted for International conference on Man Machine Systems, Unimap, Malaysia Perlis, Malaysia, October 2009.

    “Fuzzy Bayesian Decision Making for Finding Precision-Recall in Candidate Answers” – Accepted for International Conference on Intellectual Capital and Knowledge management, Montreal, Canada.

    “Modeling Text Documents  to gain Page-Accessions for Topic-Spotting“ 3rd International Conference On Machine Learning And Computing (ICMLC 2011), http://www.icmlc.org/, February 26-28, 2011, Singapore.

    “Automatic Subject Indexing: a bootstrapping approach through text mining operations” –Accepted for publishing at International Journal, WSEAS, Athens, Greece.

     

    Book Published

    “Automated Tool Design of Subjective Question Answering using text mining”, Lambert Academic Publication, Germany,  ISBN  978-3-659-51997-0,  Feb 2014.

     

    Book Chapters Published

     

    1.“REAH: Resolution Engine for Anaphora in Hindi Dialogue”, Cognitive Informatics, Computer Modeling and Cognitive Science- Application to Nueral Engineering, Robotics and STEM, Vol. 2, Chapter 11, ISBN No., Scopus Indexed,  @2020 Elsevier Inc.

    2.“Heuristic Algorithm for resolving Pronominal Anaphora in Hindi Dialects“, Advances in Intelligent Systems and Computing, Vol-1082, pp.41-52, ISSN 2194-5357, @Springer Nature, Singapore Pvt. Ltd. 2020 and Scopus Indexed.

    3.“Machine-Assisted Digital Evaluation of Subjective Question-Papers for Annual Course Examinations” in the e-Book on Advanced Computer Applications for Digital India: Proposals in the Context of Chhattisgarh State (Central India) (compiled from Chhattisgarh Council of Science and Technology (CCOST) Raipur, ISBN 978-93-5258-574-8, Vol. 01, 2016, pp. 98-104.

Other Info.

Other Responsibilities:



Felowship/Awards/Other recognitions:

    Felowship/Awards/Other recognitions:

    1. Senior Member of IEEE
    2. Appointed as Dean, Faculty of Computer and Information Technology of CSVTU for the session 2023 to till date.
    3. Appointed as Chairperson of Board of Studies for IT course of CSVTU for the session 2018 to 2023.
    4. Delivered Expert Lectureon “Data Privacy and Confidentiality in Research” in One day Workshop on “Ethical Foundations and Practical Applicationsin Research Integrity” organized at IIT, Bhilai on 30th Nov 2024.
    5. Second Position in the International Software Project contest on Text Mining (dataset- approx. 8 Lakh Knowledge bases) organized by Text Analysis Conference (TAC 2013) conducted by NIST, Govt. of USA.
    6. Best Paper Award  in Technovision ’07 – a national level Technical Conference organized by Department of Computer Applications, SSCET, Bhilai
    7. Workshop Organizer and Keynote Speaker in the one day workshop track “Educational Data Mining Practices in Indian Academia” of ACM SIGIO - 10th Innovations in Software Engineering Conference (ISEC 2017) held on 5th Feb 2017 sponspored by Google, Microsoft, etc
    8. Appointed as Member of the Examination Committee of Chhattisgarh Swami Vivekanand Technical University for the session 2018-19 to till date in the subject ‘Information Technology’.
    9. Delivered Expert Lectureon “Information Retrieval and Knowledge Management” and Session Chairin International Conference on “Innovations and Sustainable Development in Sciences, Management and Technology” organized by SSIPMT, Raipur on 26th March 2017.
    10. Faculty Coordinator for  National Level FIRST ROUND Caliber “de-en-quete” (COMET 18) organized by IIT (BHU), Varanasi on 1st April 2018.
    11. Appointed as Subject Expert in Board of Studies for MCA course of NIT-Raipur during October 2011.
    12. Keynote Speaker on “InformationScience & Green Libraries” in National Conference AICON 2016 organized by CSIT, Durg on 23rd April 2016.
    13. Delivered Guest Lectureon “Applications of Computer Science in Teaching, Learning and Research” in National Workshop on Comp Applications in Science, Teaching, Learning and Research, Govt E Raghvendra College, Bhilaspur,Feb 1-2, 2013.
    14. Advisory Board Member for National Seminar on Business Process Innovation through advanced IT, Poona Institute of Management Sciences and Entrepreneurship, PUNE, March 10-12, 2011.
    15. Delivered Guest Lecture on “Text Mining: Real time apps and projects” in AICTE sponsored staff development programme on “Advances in Web Technologies and Data Mining” organized by CSIT, Durg during 13-25 April 2009.
    16. Session Chairperson for national Conference AICON-2010 organized by CSIT, Durg
    17. Delivered Expert Talkon “Natural Language Processing” in Workshop on “Recent Trends of computer Techniques in Computer Applications” organized by Raipur Institute of Technology( RITEE), Raipur on 22nd Jan 2009.  
    18. Research Paper Reviewerfor2014 IEEE Students' Technology Symposium (IEEE TechSym 2014), 28 February - 2 March, 2014, IIT Kharagpur.
    19. Research Paper Reviewer for IEEE International Conference on Computer Communication and Control (IC4-2015), 10-12 Sept, Medi-Caps Group of Institutions, Indore (M.P.)
    20. Delivered Expert Talkon “Articial Intelligence” in CCOST sponsored Workshop on “Emerging Trends in Computer Science” organized by M J College, Bhilai on 5th&6th Mar 2018. 
    21. Appointed as Member of the Examination Committee of Chhattisgarh Swami Vivekanand Technical University for the session 2005-06, 2006-07 in the subject MCA.
    22. Appointed as Member of Syllabus and scheme formation Committee for MCA courseof CSVTU in the year 2006.
    23. Appointed as Member of Board of Studies for MCA course of CSVTU for the session 2006 to 2010 and 2015 to 2018.

    Membership of Professional Bodies:

     
    1. Indian Society for Technical Education(ISTE)

     
    1. Computer Society Of India (CSI)

     
    1. The Institute of Electrical and Electronics Engineers (IEEE)
    2. The Institute of Doctors Engineers and Scientists (IDES)

     
    1. Association of Computer Electronics and Electrical Engineers (ACEEE) 

    Patents Published

    S. No.

    Application Number

    Title

    Date of Filed

    Date of Grant / Registration

     Type of Patent

    1

    202121034626

    A Simple, Fast, Cost Effective and Modular Drowsiness Detection Method and Apparatus

    02-08-2021

    14-01-2026

    Utility Patent

    2

    482606-001

    Smart Walking Stick for Visually Impaired Individuals

    04-12-2025

    02-02-2026

    Design Patent

    3

    400079-001

    Energy Producing Cycle Pedals

    17-11-2023

    02-09-2024

    Design Patent

    4

    400078-001

    Electric Vehicle Charging Device

    17-11-2023

    01-05-2024

    Design Patent

    5

    396559-001

    INFANT HEALTH MONITORING DEVICE

    10-04-2023

    28-12-2023

    Design Patent

     

    Copyrights Published

    S. No.

    Dairy No.

    Title

    Date of Filed

    Date of Registration

    Registration Number

    1

    SW-49336/2025-CO

    SkyPulse Object Follower

    27-11-2025

    30-01-2026

    SW-2026022368

    2

    SW-25939/2025-CO

    Generative Artificial Intelligence Based Modified Abstractive Cross Attention Enabled Sequence to Sequence Encoder Decoder Model for Abstractive Text Summarization

    28-06-2025

    21-10-2025

    SW-2025021857

    3

    2337/2025-CO/SW

    Innovative Nature Inspired Algorithms For High Quality Hindi Text Summarization

    22-01-2025

    15-07-2025

    SW-2025020948

    4

    5770/2025-CO/SW

    Automatic Headlight Dimming Sensor

    19-02-2025

    11-06-2025

    SW-2025020706

    5

    29058/2024-CO/SW

    Hand Written Digit Recognition

    17-09-2024

    07-01-2025

    SW-20013/2025

    6

    18343/2022-CO/L

    Progressive Result Analysis

    02-09-2022

    30-08-2023

    L-132671/2023

    7

    6127/2021-CO/SW

    Single Axis Solar Tracking System, "Sun Follower"

    03-09-2021

    23-04-2021

    SW-14444/2021

    8

    8173/2021/CO-SW

    Python Code for Developing Sentiment Analyzer

    31-03-2021

    21-09-2021

    SW-14930/2021

    9

    5090/2021-CO/SW

    Gesture and voice Command Based Input System for Computer

    26-02-2021

    19-05-2021

    SW-14534/2021

    10

    12133/2019-CO/SW

    Biometric Vehicle Ignition System

    01-08-2019

    18-10-2019

    SW-12926/2019

    11

    17845/2018-CO/SW

    Automatic Toilet / Urinal Flush System

    26-12-2018

    05-02-2019

    SW-12167/2019

    12

    14184/2017-CO/SW

    Automated Vehicle Monitoring System using Android

    05-10-2017

    17-05-2018

    SW-10693/2018