alumni

DR MADHUMITA

Assistant Professor

Academic Area: MCA, PGDIS, Ph.D

Areas of Interest: AIML

Profile

Dr. Madhumita is an accomplished academician, researcher, and administrator with over 15 years of teaching and academic leadership experience in Computer Science and Information Technology. She currently serves as Assistant Professor at Sapthagiri NPS University, Bengaluru, and has previously held academic leadership roles, including Program Manager (HOD) for BCA and MCA programs.

She earned her Ph.D. in Computer Science, with research focused on deep learning and aspect-based sentiment analysis using BERT models. Her research interests include Artificial Intelligence, Machine Learning, Natural Language Processing, Computer Vision, Cyber Security, Wireless Sensor Networks, and Healthcare Analytics.

Dr. Madhumita has authored several research papers published in Scopus-indexed journals, IEEE Xplore, and other peer-reviewed international publications. She has presented her work at numerous international conferences and actively contributes to the research community as a conference reviewer, session chair, and editorial contributor.

An active contributor to academic excellence, she has served as a question paper setter, paper evaluator, NAAC committee member at institution level, ICT Academy SPOC, and organizer of hackathons, faculty development programs, seminars, and student innovation activities. She is also the author of multiple academic textbooks covering Operating Systems, Machine Learning, Computer Architecture, Data Structures, and Artificial Intelligence.

Her scholarly contributions include granted patents in AI-driven healthcare technologies and industrial applications. She is committed to fostering research, innovation, quality education, and interdisciplinary collaboration while mentoring students and young researchers.

Dr. Madhumita welcomes opportunities to collaborate on research, academic publications, conferences, and editorial initiatives that advance the fields of Artificial Intelligence, Machine Learning, and Computer Science.

Published papers

S.

No.

Month

, Year

 

Title of the Paper

Journal Name/ISSN

 

DoI / Web Link

 

1

04

March 2026

 

Real- Time Plant Diseases Detection Using

Vision Transformers and Lightweight Deep Learning Models

 

IEEE

https://ieeexplore.ieee.org/document/11411658/

 

https://doi.org/10.1109

     2.

01/2026

Robust Fuzzy and Sparse-Based Multispectral Digital Image Recognition Systems in Healthcare Applications

 

Journal: Fernando Martins De Bulhão Publishing (FMDB)

 

https://www.fmdbpub.com/user/journals/article_details/FTSCS/633

 

 

 

 

 

 

 

 

3.

15

January 2025

A noble hybrid approach for threat detection in cyber security using AI Algorithm”.

 

IEEE

https://ieeexplore.ieee.o rg/document/10830401

 

4.

1st Edition 2025

An       innovative       Transportation system for improving Safety and

Traffic Efficiency Based on Bi-LSTM RNN Model

 

Taylor and Francis

http://www.taylorfranci s.com/chapters/oa-edit/10.1201/97810035

59115-93/

 

5.

Decemb er 2024

Computational                 Biomedical Intelligence in AI – Powered Decision Support System

 

IEEE

 

 

6.

13

March 2025

Real- Time Prediction of Patient Recovery Time using AI- driven

Optimization                             Techniques                 in Healthcare

 

IEEE

 

https://ieeexplore.ieee.o rg/document/10911851

 

 

 

7.

2024

 

 

Optimizing Energy Efficiency in Wireless   Sensor Networks  using Enhanced K-Means Cluster Head

Selection.

International Journal of Communication Networks and Information

Security/

ISSN: 2073-607X,2076-0930

 

https://ijcnis.org/index.p hp/ijcnis/article/view/70 06/1516

 

 

 

 

8.

April 2023

Efficient Deep learning Improvised

attention-based approach for aspect-based sentiment analysis.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNR D)

ISSN: 2456-4184

Paper id: IJNRD_187838

 

 

 

https://ijnrd.org/viewpa perforall.php?paper=IJN RD2304069

 

 

 

 

 

 

9.

April 2023

 

 

 

 

 

 

Effective Aspect-based Sentiment Detection approach using adhoc-cnn model

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNR D)

ISSN: 2456-4184

Paper ID - IJNRD2304068

 

 

 

 

 

https://ijnrd.org/papers/ IJNRD2304068.pdf

 

10.

2017

An impact of social networking on college students with reference to Soundarya institute of management

and science

International Journal of creative research thought (IJCRT).

ISSN: 2320 – 2882

 

https://www.ijcrt.org/pa pers/IJCRTICPN011.pdf

FDPs / MDPs / Workshops

FACULTY DEVELOPMENT PROGRAM:

 

    • Attended FDP on "Future-Ready Teaching Practices" from May 2026 to 8th May 2026" organized by Indian Institute of Technology (IIT), Mandi.
    • Attended 5 Days FDP on "Indian Knowlege System" from 22nd June 2026 to 26th June 2026 organized by Indraprastha Engineering College.
    • Attended 6 Six days Offline AICTE ATAL Sponsored FDP on “AI- Driven World: Innovation, Automation, and Human Empowerment with Respect to Health, Agriculture and Education” at Acharya Bangalore B School(Autonomous), Bangalore.
    • Attended 5 days FDP on Intellectual property rights in the age of AI,MI, cyber security and blockchain organized by Mangalmay Institute of Management and Technology, G. Noida from 24th june to 28th June 2024.
    • Attended 3 Days FDP on “Problem Solving Skill” conducted by ICT Academy from 29th January 2024 to 31st January 2024 at Institute of Management Education, Sahibabad, Ghaziabad, UP.
    • Attended Microsoft, SAP,& AICTE led FDP on “AI evolution: From foundation to generative AI” from 14th November 2023 to 18th November 2023.
    • Attended One week online nation level FDP on “E-content and ICT Tools for innovative teaching and learning” Organized by RCP, Roorkee from 1st May to 7th May 2021.
    • Online live FDP on “Introduction to Big Data Analytics” for 12 Hrs. Organized by ICT Academy on 19th Apr 2021 to 23 Apr 2021.
    • One week International level FDP on the topic “Data Analysis using R” Organized by St. claret college, Bangalore in association with Cypher Analytica from 7th to 12th December 2020.
    • Attended 5 Days digital FDP on “Python Programming” by Skillrary in association with SSRV from 27/4/2020 to 1/5/2020.
    • Attended 7 Days FDP on ”Introduction to Cyber security” From dated 14/5/2020 to 20/5/2020 Organized by ICT Academy.
    • Attended Faculty Development Program on “How to become Master Teacher” held on 27th April 2017.
    • Attended State Level Faculty Development Workshop on Applications of 8085 Microprocessor and Research Prospects in Microcontroller” held on 9th August, 2016 at St. Claret College-Bangalore.

NATIONAL LEVEL WORKSHOP:

    • Attended a national level Workshop on “e-Governance: Challenges

and Prospects” held on 18th December 2012 at Bangalore University.

    • Attended a workshop on “ Mathematical foundations of Data Science ” held between 20th March 2023 to 1st April 2023 by Jaypee Institute of Information Technology, Noida, UP .
    • Attended highly claimed Hands-on National Assessment and Accreditation council procedural workshop on 5 core values and 7 criterion held from 29th April to 30th May 2023.
    • Attended one day online national level workshop on “creation of Research ID” organized by St. Joseph’s college of Women, Tirupur on 3rd October 2023.

Awards

  • ​​​​​​​​​​​​​​​​​​​​​​​​​​​​Awarded as session chair on International Conference on Progressive Trends in Engineering Management & Science (PTEMS-2026) held on 10 -11 April- 2026 organized by Greater Noida Institute of Technology(GNIT-IPU Campus), Greater Noida, UP, India
  • Awarded as session chair on 2nd International conference on communication, security and Artificial Intelligence (ICCSAI 2023) organized by Galgotias University on 23rd- 25th November 2023.

Training & Consultation

Patents/Projects

S.no

Patent Title

Application Number

Published

/Grant

Date of Published/ Grant

    

  1

Advance robotic hand for Industrial

Application Design No. 419058-001

Published

05/06/2024

2.

Portable Device for Measuring Sugar level through saliva

Design no. 396744-001

Published

05/10/2023

Working Papers