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Shri Sidddharameshwar Education Trust

S.G.Balekundri Institute of Technology ಎಸ್.ಜಿ.ಬಾಳೆಕುಂದ್ರಿ ತಾಂತ್ರಿಕ ಮಹಾವಿದ್ಯಾಲಯ

Approved by AICTE | Affiliated to VTU | NBA Accredited

Accreditation Accreditation
Teaching

Dr. Karuna C. Gull

Professor
CS & Business Systems
karunag@sgbit.edu.in 09480738340 Joined Apr 2021 BU21TFCS003
0
Teaching Yrs
0
Publications
0
FDPs
0
Achievements
0
Qualifications
Quick Info
Department
CS & Business Systems
Date of Joining
21 April 2021
Employee ID
BU21TFCS003
Memberships
ISTE · CSI · K.L.E. Institute of Technology, Hubli
Experience
Teaching
21+ yrs
Industry
2+ yrs
Research
5+ yrs
Achievements
Recognition (9) Best Paper (2)
Recent Highlights
Recognition
International Conference on Machine Learning and Data Engineering (ICMLDE-2025)
School of Computer Science, UPES, Dehradun
2025

Served as a External Reviewer

Recognition
IEEE NKCon-25 4th International Conference by IEEE North Karnataka Subsection
KLE Institute of Technology, Gokul, Hubballi
2025

Served as a Peer Reviewer

Recognition
1st EAI - International Conference on Advanced Computing Technologies (ICACOMPT-2024)
KLS, Gogte Institute of Technology, Belagavi, Karnataka
2024

Served as a Peer Reviewer

Recognition
Samveekshana-2k24, a national-level technical fest
SGBIT, Belagavi
2024

Received a Certificate of Appreciation for serving as Convener

Academic Qualifications
Ph.D
PhD
Computer Science and Engineering
Chaudhary Charan Singh University, Meerut, UP
2018
BE_
BE_BTech
Electronics and Communication
Karnataka University, Dharwad,
1996
MTE
MTech_MS
Computer Science and Engineering
Visvesvaraya Technological University, Belgaum
2008
Work Experience
Teaching 5 yrs 4 mo
S.G.Balekundri Institute of Technology, Belagavi,
Professor
Teaching 9 yrs
K.L.E. Institute of Technology, Hubli
Assistant Professor
Teaching 4 yrs
B.V.B. College of Engineering & Technology, Hubli
Lecturer
Teaching 0 yrs 11 mo
SDM College of Engineering and Technology, Dharwad
Lecturer
Teaching 1 yr 11 mo
H.K.E.S. Women’s Polytechnic, Gulbarga
Lecturer
Teaching 2 yrs
S.L.J. Polytechnic College, Gokak
Lecturer
Industry 2 yrs
Clarion Technologies, Software Development Live and Overseas Project, Pune
Software Engineer
Research 5 yrs 4 mo
S.G.Balekundri Institute of Technology, Belagavi,
Research Guide
Publications
Enhancing object detection for visually impaired integrating YOLOv8 with spiking EfficientDet
Multimedia Tools and Applications , Vol.Not provided , No.Not provided · 2025
Vinod Biradar
Scopus IF: 0.000 1380-7501 DOI
Multiple Object Detection and Tracking Using Deep Learning Framework with Non-Maximum Suppression
International Journal of Intelligent Engineering and Systems (INASS) , Vol.18 , No.1 · 2025
Vinod Biradar
Scopus IF: 0.000 2185-310X DOI
Utilizing Multimedia Frameworks to Boost Safety and Awareness for the Visually Impaired
Gongcheng Kexue Yu Jishu / Advanced Engineering Science , Vol.56 , No.5 · 2024
Vinod Biradar
Scopus IF: 0.000 2096-3246 DOI
Developing Methodologies for Navigation using Multimedia to help the Visually Impaired
Tuijin Jishu / Journal of Propulsion Technology , Vol.44 , No.3 · 2023
Vinod Biradar
SCI IF: 0.000 1001-4055 DOI
Adaptive Energy-Optimized Consolidation Algorithm
International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC) , Vol.11 , No.5s · 2023
A.P. Mangaonkar, S. Vantamuri, A. Patil, J.M. Pattanshetti
Scopus IF: 0.000 2321-8169 DOI
COVID-19 Outbreak Prediction using Additive Time Series Forecasting Model
Trends in Sciences , Vol.19 , No.22 · 2022
S. Kanakaraddi, A. Chikaraddi
Scopus IF: 0.000 2774-0226 DOI
Enhanced Detection of Sugarcane Diseases through Butterfly Optimization and Grayscale Image Analysis
1st International Conference on Interdisciplinary Technology & Science Convergence (FusionX Global) – ICITSC 2025 · Pune, Maharashtra, India
P. R. Gadyanavar, G. Patil, U. Pujari, S. S. Tambire
International Nov -0001 DOI
Retinal Blindness Detection Using Deep Learning: A ResNet-152 Based Classification Approach
2025 IEEE 4th International Conference for Advancement in Technology (ICONAT-2025) · Sangli, Maharashtra, India
S. Kapale, S. Bedasur, N. Ambli, S. Hanji, R. Battur
International Nov -0001 DOI
Design and Deployment of Lightweight CNN-Based Secure Web Portal for Patient-Centric Remote Medical Diagnosis
2025 Global Conference on Information Technology and Communication Networks (GITCON-2025) · Belagavi, India
S. Bedasur, S. Hanji, V. R. Sheleppagol, S. R. Hiremath, C. Kurtakoti
International Nov -0001 DOI
A Review on Mobile Forensic Needs, Challenges, Approaches, Process Model, Tools and Standard
10th International Conference on ICT for Sustainable Development (ICT4SD-2025) · Goa, India
Chitrashri K., SushilaDevi V., Sansktruti V.B., Korlahalli P.K.
International Nov -0001 DOI
Leveraging Machine Learning to Predict Asthma following Vaccination
2024 5th IEEE Global Conference for Advancement in Technology (GCAT-2024) · Bangalore, Karnataka, India
S. C. Gull, N. C. G., S. V. B., M. Laddi
International Nov -0001 DOI
Optimized Scene Text Detector and Paddle Optical Character Recognizer Techniques to Extract Text from Images
4th International Conference on Artificial Intelligence and Smart Energy (ICAIS 2024) · Coimbatore, India
Suvarna Kanakaraddi, Ashok Chikaraddi, Shantala Giraddi, Mallanagouda Patil
National Nov -0001 DOI
XCEPTION: Facial Expression Detection using Deep Learning Techniques
3rd International Conference on Intelligent Computing, Information and Control Systems (ICICCS-2021) · Trichy, India
Priyadarshini D.K., Suvarna S.K., Ashok K.C., Preeti T.
International Nov -0001 DOI
Smart Vision: Powering Vehicle Detection with Deep Learning
Taylor & Francis · 2026
Dematti, G.A. Patil, U. Sambrekar, K.C. Kulkarni, A.
Not provided DOI
A Scoping Review of Intelligent Cyber-Physical Systems in Healthcare
Springer, Singapore · 2024
S.G. Kanakaraddi, A.K. Chikaraddi, S.C. Gull
978-981-97-8983-2 DOI
Disease Prediction Using Data Mining and Machine Learning Techniques
Springer, Singapore · 2021
S.G. Kanakaraddi, J. Bali, A.K. Chikaraddi, S. Giraddi
978-981-16-0538-3 DOI
Professional Memberships
IST
ISTE
ID: LM-103229
Since 2015
CSI
CSI
ID: F8002779
Since 2018
K.L
K.L.E. Institute of Technology, Hubli
ID: 204255
Since 2017
FDPs / Workshops Attended
Jun
2026
Orientation Programme on “Understanding and Addressing Complex Engineering Problems in OBE Framework
SJC Institute of Technology, in collaboration with Visvesvaraya Technological University (VTU), Belagavi
1 Day Workshop 15 Jun – 15 Jun 2026
Jun
2026
One-Week Online Short Term Training Program on “Exploring the Role of AI in Modern Thermal System
JSPM University, Pune, in association with Indian Society for Technical Education (ISTE), New Delhi
5 Days Workshop 08 Jun – 12 Jun 2026
Jul
2024
NPTEL Online Certification Course on “Ethical Hacking”
IIT Kharagpur, under the Ministry of Education, Govt. of India
120 Days Workshop 01 Jul – 31 Oct 2024
Apr
2023
AICTE-ISTE Approved AICTE–VTU Joint Teachers Training Programme on “Introduction to Internet of Things (IoT)”
Visvesvaraya Technological University, Centre for PG Studies, VIAT, Muddenahalli, Chikkaballapur
5 Days Workshop 17 Apr – 21 Apr 2023
Apr
2022
AICTE-ISTE Approved AICTE–VTU Joint Teachers Training Programme on “An Overview of Teaching Techniques in Data Science and Analytics
VTU Human Resource Development Centre (VTU-HRDC), Centre for PG Studies, VIAT, Muddenahalli, Chikkaballapur
5 Days Workshop 25 Apr – 29 Apr 2022
Jan
2020
TEQIP 1.3 Sponsored FDP on “Computational Methods for Big Data Analytics”
CSE Dept., Visvesvaraya Technological University (VTU), Jnana Sangama, Belagavi
5 Days Workshop 06 Jan – 10 Jan 2020
Dec
2019
Workshop on “Social Innovations (SI)”
K.L.E. Institute of Technology, Hubballi
3 Days Workshop 16 Dec – 24 Jan 2020
Apr
2019
Five Online Non-Credit Courses on Learning How to Learn, Work Smarter Not Harder, Machine Learning with Big Data, Introduction to Data Science in Python & AI for Everyone
Coursera
Workshop 26 Apr – 18 May 2020
Dec
0023
Workshop on “Digital Forensics and Vulnerability Assessment & Penetration Testing”
CSE Dept., SGBIT, Belagavi, in association with AICSES & Agamya Cyber Tech
5 Days Workshop 09 Dec – 13 Jan 2023
Awards & Achievements
Recognition
International Conference on Machine Learning and Data Engineering (ICMLDE-2025)
School of Computer Science, UPES, Dehradun
2025

Served as a External Reviewer

Recognition
IEEE NKCon-25 4th International Conference by IEEE North Karnataka Subsection
KLE Institute of Technology, Gokul, Hubballi
2025

Served as a Peer Reviewer

Recognition
1st EAI - International Conference on Advanced Computing Technologies (ICACOMPT-2024)
KLS, Gogte Institute of Technology, Belagavi, Karnataka
2024

Served as a Peer Reviewer

Recognition
Samveekshana-2k24, a national-level technical fest
SGBIT, Belagavi
2024

Received a Certificate of Appreciation for serving as Convener

Best Paper
Desktop Assistant: Voice Based Email System for Visually Impaired
Garden City University, Bengaluru
2024

Secured First Place in the International Conference on “Recent Trends in Computing Systems and Robotics,”

Recognition
IEEE NKCon-2024 Flagship International Conference of IEEE North Karnataka Subsection
Basaveshwar Engineering College, Bagalkote Karnataka
2024

Served as a Peer Reviewer

Recognition
Top 5% and Topper – NPTEL Ethical Hacking
NPTEL, IIT Kharagpur
2024

Achieved Top 5% and Topper recognition among 6,948 participants, with a consolidated score of 87%.

Recognition
IEEE NKCon-2023 Flagship International Conference of IEEE North Karnataka Subsection
Dr. M.S. Sheshgiri Campus, Belagavi
2023

Served as a Peer Reviewer

Recognition
IEEE NKCon-22 Flagship international Conference of IEEE North Karnataka subsection
Dr. P.G. Halakatti College of Engineering and Technology, Vijayapur.
2022

Served as a Peer Reviewer

Recognition
Institute topper in the final year of M.Tech
KLS, Gogte Institute of Technology, Belagavi, Karnataka
2008

Recognized as the Institute Topper in the final year of M.Tech. for the academic year 2007–08.

Best Paper
Intelligent Control loop in autonomic Manager of Autonomic Computing System
NMAM Institute of Technology, Nitte
2008

Secured Second Place in the National-Level Conference Paper Presentation