Reshma S. Sonar

Assistant Professor

Teaching Faculty

Department of Computer Engineering and Technology

Myself is an accomplished academic and researcher with a Ph.D. in Computer Science and Engineering from K L University, Guntur. I has over 20 years of experience in teaching, research, and industry, currently serving as an Assistant Professor in the Department of Computer Engineering & Technology at MIT-WPU, Pune. My research interests include steganography, blockchain technology, and artificial intelligence, with multiple publications in reputed international journals and conferences. She has also contributed to numerous workshops, FDPs, and guest lectures, demonstrating her commitment to academic excellence and professional development.

Machine Learning

Research Quality HighlightsHigh-impact achievements across publications, IP, funded research, consultancies, and awards.

Research Benchmarks

Publications16

Q2 / A Journal Papers1

International Conferences7

Book Chapters1

Designs & Copyrights2

Peer-Reviewed Publications16

Scholarly Works

Graph Neural Network–Enhanced Semantic Representation Learning for Document-Level Relation Extraction

DOI

Conference Paper

Dipamala Uday Chaudhari, Chandrakant Deelip Kokane, Nitin A. Dhawas, Vilas V Deotare, Reshma S. Sonar, Deepti Nitin Bhirud

Jul 2026

2026 1st International Conference on Computer, Mechatronics, Robotics & Artificial Intelligence (ICCMRAI)

Scopus

Hybrid Deep Learning Framework for Automated Detection of Mental Health Risk Indicators from Social Textual Data

DOI

Conference Paper

Chandrakant Deelip Kokane, Nitin A. Dhawas, Vilas Vasudeo Deotare, Reshma S. Sonar, Deepti Nitin Bhirud, Dipamala Uday Chaudhari

Jul 2026

2026 1st International Conference on Computer, Mechatronics, Robotics & Artificial Intelligence (ICCMRAI)

Scopus

An Artificial Intelligence-Enabled Framework for Early Disease Diagnosis through Clinical Narrative Mining

DOI

Conference Paper

Nitin A. Dhawas, Vilas Deotare, Reshma S. Sonar, Deepti Nitin Bhirud, Dipamala Uday Chaudhari, Chandrakant Deelip Kokane

Jul 2026

2026 1st International Conference on Computer, Mechatronics, Robotics & Artificial Intelligence (ICCMRAI)

Scopus

A Context-Aware Hybrid Machine Learning Architecture for Fine-Grained Emotion and Sentiment Detection

DOI

Conference Paper

Reshma S. Sonar, Deepti Nitin Bhirud, Dipamala Uday Chaudhari, Chandrakant Deelip Kokane, Nitin A. Dhawas, Vilas Vasudeo Deotare

Jul 2026

2026 1st International Conference on Computer, Mechatronics, Robotics & Artificial Intelligence (ICCMRAI)

Scopus

Context-Adaptive Dialogue State Tracking Using Hierarchical Attention Networks for Intelligent Conversational Agents

DOI

Conference Paper

Deepti Nitin Bhirud, Dipamala Uday Chaudhari, Chandrakant Deelip Kokane, Nitin A. Dhawas, Vilas Vasudeo Deotare, Reshma S. Sonar

Jul 2026

2026 1st International Conference on Computer, Mechatronics, Robotics & Artificial Intelligence (ICCMRAI)

Scopus

Showing 1 to 5 of 16 items

Patents & Intellectual Property3

IP Filings & Grants

ENHANCED ARTIFICIAL INTELLIGENCE SYSTEM FOR PREDICTIVE TRAFFIC FLOW MANAGEMENT BY QUANTUM CLOUD COMPUTING

202521076955 A

Technology Patent

Applicants:Vitthal S. Gutte

Inventors:Vitthal S. Gutte, Reshma S. Sonar

Published

India

Aug 2025

ENHANCED ARTIFICIAL INTELLIGENCE SYSTEM FOR PREDICTIVE TRAFFIC FLOW

202521076955

Design Patent

Applicants:Vitthal S. Gutte, Reshma S. Sonar

India

Aug 2025

IOT Based Electric Vehicle Energy Consumption Predicting Device

447999-001

Design Patent

Applicants:Reshma S. Sonar

India

Feb 2025

Showing 1 to 3 of 3 items

Scholarly & Social Profiles

Academic Qualifications

Doctor of Philosophy (PhD) in Computer Engineering

2023

KLU University Guntur, Andhra Pradesh, India

Dissertation“STEGANOGRAPHY AND STEGANALYSIS TECHNIQUES BASED ON FALL OFF BOUNDARY PROBLEM, UNUSED BLOCK PROBLEM AND MULTI-DIRECTIONAL EDGES”

Institutional Details

Experience Duration

2 years 9 months

Research Request

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