Mrs. Sowmya
Education Details
| Degree | Institution | Specialization | University | Year |
| B.E | Srinivas Institute of Technology, Valachil, Mangaluru-574143 | Computer Science and Engineering | VTU | 2015 |
| M.Tech | Srinivas Institute of Technology ,Valachil, Mangaluru-574143 | Computer Science and Engineering | VTU | 2017 |
Experience Details
| Field | Designation | Workplace | From | To |
| Teaching | Assistant professor | Srinivas Institute of Technology Valachil, Mangaluru-574143 | 11/09/2017 | Till date |
Subjects Handled
| Data Structures and Applications , Design and Analysis of Algorithms , Cloud Computing and Security , Database Management System , Software Testing , Software Engineering , Web Technology and its Application , Big Data Analytics , Cryptography, Network Security, and Cyber Law , Unix Programming , C Programming for Problem Solving , Information Network Security , Object-Oriented Modeling and Design |
Area of Interest
| Deep Learning and Computer Vision , Image Processing and Visualization , Network Security , Web Development |
Publications in Journals
| International Journal | |
| 1 | Published a paper titled “Review of Smart Agriculture Management System using IOT” in the International Journal of Research and Analytical Reviews on October 15, 2024, Volume 11, Issue 4. |
| 2 | Published a paper titled “Enhanced Document Image Binarization Techniques for Improved Clarity” in the International Journal of Research and Analytical Reviews on October 15, 2024, Volume 11, Issue 4. |
| 3 | Published a Paper titled “Smart Farming Solutions: Advanced Techniques in Classification of Weeds Using Image Processing and Machine Learning” International Conference on Health Informatics, Intelligent Systems and Networking Technologies (HINT'24) organized by the Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal in a hybrid mode during 14th -15th March 2024. |
| 4 | Published a paper titled “Automatic Areca nut Grade Analysis and Classification using Computer Vision and Machine Learning” Global Journal of Research in Engineering & Computer Sciences, ISSN: 2583-2727 (Online) Volume 04 Issue 01 Jan.-Feb. 2024. |
| 5 | Published a paper titled “A Comprehensive Review of Weed Detection through Advanced Image Processing and Deep Learning Techniques” Global Journal of Research in Engineering & Computer Sciences, ISSN: 2583-2727 (Online) Volume 04 Issue 01 Jan.-Feb. 2024. |
| 6 | Published a paper entitled “Human Activity Recognition using Machine Learning” International Journal of Research in Engineering, Science and Management (IJRESM), ISSN (Online): 2581-5792, Volume 4, Issue 7, July 2021. |
| 7 | Published a paper titled “Facial Emotion Recognition using Convolution Neural Network” International Journal of Research in Engineering, Science and Management (IJRESM), ISSN (Online): 2581-5792, Volume 4, Issue 7, July 2021. |
| 8 | Published a paper titled “Preservation of Location Based Privacy using Question Based Protocol for Effective Green Communication” in the Journal of Green Engineering (JGE) Volume-10, Issue-9, September 2020, ISSN:2245-4586. |
| 9 | Published a paper entitled “Image Denoising Using Autoencoder”, International Journal of Research in Engineering, Science and Management (IJRESM), ISSN (Online): 2581-5792, Volume 3, Issue 6, June 2020. |
| 10 | Published a paper entitled “Credit Card Fraud Detection Using Bayesian Belief Network”, International Journal of Research in Engineering, Science and Management (IJRESM), ISSN (Online):2581-5792, Volume 6, Issue 3, May-June 2020. |
| 11 | Published a paper entitled “Adverse Drug Reaction Prediction Using Machine Learning”, International Journal of Research in Engineering, Science and Management (IJRESM), ISSN (Online): 2581-5792, Volume 3, Issue 6, June 2020. |
| 12 | Published paper entitled “Predicting the Severity of Adverse Drug Reaction”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN: 2456-3307, DOI: https://doi.org/10.32628/CSEIT20631238, Volume 6, Issue 3, May-June 2020. |
| 13 | Published paper entitled “Denoising of Images using Autoencoder”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN: 2456-3307, DOI: https://doi.org/10.32628/CSEIT2063122, Volume 6, Issue 3, May-June 2020. |
| 14 | Published paper entitled “Plant Leaf Classification Based on Color, Texture and Geometrical Feature Extraction Using SVM Classifier”, International Journal of Emerging Research in Management & Technology (IJERMT), ISSN: 2278-9359 (Volume-6, Issue-5) (May 2017). |
Paper presented in conferences
| National Paper |
| Inter National Paper | |
| 1 | Presented paper entitled “Plant Leaf Classification Based on Color, Texture and Geometrical Feature Extraction Using SVM Classifier”, in International Conference on Emerging Trends in Science & Engineering ICETSE ISBN: 978-93-84698-46-1, Held by IEAE India, May 2017. |
| 2 | Presented a paper in a conference paper entitled “Pneumonia Detection Using AI & ML Techniques” in a International conference Recent Innovations in Computer science conducted on 17th and 18th June 2022. |
| 3 | 'Blockchain-Enabled Sustainable Waste Management: A Path to a Greener Future' at 2 days International Conference on Sustainable Innovative Strategies for Business Development in the current scenario organized by Department of MBA, SIT during 2nd and 3rd March 2023. |
| 4 | Presented a paper titled, Transforming Cybersecurity: Using AI and Machine Learning To Detect Modern Threats at the Two-Day International Conference on Recent Innovations in Computer Science held on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 5 | Presented a paper titled, Facial Emotion Detection Using Deep Learning at the Two Days International Conference on Recent Innovations in Computer Science conducted on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 6 | Presented a paper titled, Ensemble Based Lung Cancer Prediction at the Two Days International Conference on Recent Innovations in Computer Science conducted on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 7 | Presented a paper titled, Enhanced Brain Tumor Detection Using Ai-Based Multimodal MRI Analysis And Hybrid Segmentation Techniques at the Two Days International Conference on Recent Innovations in Computer Science conducted on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 8 | Presented a paper titled, AI-Driven Smart Microfinance and Credit System For Poor at the Two Days International Conference on Recent Innovations in Computer Science conducted on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 9 | Presented a paper titled, Age Scan: Deep Learning For Skeleton Growth at the Two Days International Conference on Recent Innovations in Computer Science conducted on 13th and 14th May 2025 held at SIT, Mangaluru. |
| 10 | Presented a paper titled, Review of Smart Agriculture Management System using IOT at the Two Days International Conference on Recent Innovations in Computer Science Conducted on 22nd and 23rd August 2024, held at SIT, Mangalore. |
| 11 | Presented a paper titled, Enhanced Document Image Binarization Techniques for Improved Clarity at the Two Days International Conference on Recent Innovations in Computer Science conducted on 22nd and 23rd August 2024 held at SIT, Mangalore. |
| 12 | Presented a Paper titled “Smart Farming Solutions: Advanced Techniques in Classification of Weeds Using Image Processing and Machine Learning” International Conference on Health Informatics, Intelligent Systems and Networking Technologies (HINT'24) organized by the Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal in hybrid mode during 14th -15th March 2024. |
| 13 | Presented a Paper “A Comprehensive Review of Weed Detection through Advanced Image Processing and Deep Learning Techniques” at the International Conference on Electronics, Mechanical and Nanotechnology (ICEMN-2023) on 29th & 30th December 2023 organized by Srinivas University, Mukka. |
| 14 | “Sustainable Green IT Strategies for Business Development” at the 2-day International Conference on Sustainable Innovative Strategies for Business Development in the current scenario, organized by the Department of MBA, SIT, during 2nd and 3rd March 2023. |
| 15 | Presented paper entitled “Intonation an Emotion Speech Analyzer” at the 2-day International Conference of International Conference on “Recent Innovations in Computer Science” ICRICS-2023. conducted on 22nd and 23rd June 2023. |
| 16 | Presented paper entitled “Image Caption Generator Using Deep Learning” at the 2-day International Conference of International Conference on “Recent Innovations in Computer Science”, ICRICS-2023. conducted on 22nd and 23rd June 2023. |
Workshop/Seminar attended/Guest lectures delivered
| 1 | Participated in the Faculty Development Program on Cyber Security for Robotics and Unmanned Aerial Vehicles organized by Electronics & ICT Academy IIT Roorkee An Initiative of Ministry of Electronics & Information Technology (MEITY) on Feb 3rd 2025 to Feb 07th 2025. |
| 2 | Participation in the Faculty Development Program on Blockchain & Web3 Industry organized by the Department of CSE & CSE (Data Science), Sri Siddhartha Institute of Technology, SSAHE, Karnataka. Srinivas Institute of Technology, Mangalore, Karnataka. |
| 3 | Attended 5 days’ Workshop on “Research and Publication Ethics and Strategies” organized by Srinivas University, Mangalore from 9th October 2023, to 13th October 2023. |
| 4 | Has undergone Innovation Ambassador (IA) training ‘Advanced Level’ (Total 16 Sessions of 30 contact hours) conducted in online mode by MoE’s Innovation Cell & AICTE during the IIC calendar year 2022-23 on 05th October 2024. |
| 5 | Attended a 5-day workshop on “Research and Publication Ethics” organized by the Research and Innovation Council, Srinivas University, Mangaluru, in association with IEEE Srinivas University Student Branch from July 22, 2024, to July 26, 2024. |
| 6 | Participated & completed AICTE Training and Learning (ATAL) Academy Faculty Development Program on Next-Generation Energy Storage: Integrating Advanced Electronics and Sensor Technologies at Srinivas University Institute of Engineering & Technology from 18th November 2024 to 23rd November 2024. |
| 7 | Participated in “Training Program on VTU Consortium e-Resources” for library professionals, faculty, and research scholars at Canare Engineering College, on 2nd October 2024. |
| 8 | Completed Course “Research Methodology” in Udemy on 9th Jan 2024. |
| 9 | Attended a day Skill development program on “Scientific Paper Writing and Publishing” organized by the Department of CSE in association with the research and Facilities group, St Joseph Engineering College from 21st to 23rd September 2023. |
| 10 | Participated in a 6-day Faculty Development Program on Al-Powered Apps-2023 on AI tools to build the next generation of AI-Powered Apps conducted by L4G from 21st - 26th August 2023. |
| 11 | Participated & completed AICTE Training and Learning (ATAL) Academy Faculty Development Program on Emerging Significance of Artificial Intelligence in Healthcare and Education: Current Perspectives at Srinivas Institute of Technology from 11th December 2023 to 16th December 2023. |
| 12 | Attended One Week AICTE–VTU Joint Teachers Training Programme on “Introduction to Cyber Security” from 22nd – 26th May 2023 Organized by Visvesvaraya Technological University. |
| 13 | Attended One Week AICTE–VTU Joint Teachers Training Programme “Fundamentals of Data Science & Analytics” from 05th to 09th June 2023 Organized by Visvesvaraya Technological University. |
| 14 | Successfully completed 10 days patent analysis course (equal to 15 hours Workload) course is organized by Turnip Innovation conducted on 9/11/2022- 18/11/2022. |
| 15 | Attended One Week AICTE–VTU Joint Teachers Training Programme on “Introduction to Internet of Things (IoT)” from 17th to 21st April 2023 Organized by Visvesvaraya Technological University. |
| 16 | Attended One Week Online AICTE–VTU Joint Teachers Training Programme on “Robotics & Artificial Intelligence” from 24th to 28th April 2023 Organized by Visvesvaraya Technological University. |
| 17 | Participated in 5 days Faculty Development Programme on “An Overview of Teaching Techniques in Scientific Foundations of Health” organised by VTU Human Resource Development Centre (VTU - HRDC), Centre for PG Studies, VIAT, Muddenahalli, Chikkaballapur (Dist) VTU Joint Training Programme for Teachers from 20/12/2021 to 24/12/2021. |
| 18 | Participated in 5 days Faculty Development Programme on “Deep Learning for Social Network Data Analysis” organised by Department of Computer Science and Engineering in association with Computer Society of India Karpagam College Of Engineering Myleripalayam Village, Othakkal MandapamPost, Coimbatore Tamilnadu from 16/08/2021 to 20/08/2021. |
| 19 | Participated in 5 days Faculty Development Programme on “Artificial Intelligence in Image Processing” organised by AICTE Training and Learning (ATAL) Academy, Indian Institute of Information Technology, Nagpur from 20/12/2021 to 24/12/2021. |
| 20 | Successfully participated in IP Awareness/Training program under National Intellectual Property Awareness Mission on January 25, 2023, Intellectual Property Office, India. |
| 21 | Participated in one day national FDP on “Information security and data privacy awareness” organized by internal quality assurance cell(IQAC) of St. Anne Degree College in collaboration with AIMIT, St. Aloysius College Mangaluru on 27th July 2020. |
| 22 | Participated in 5 days Faculty Development Programme on “Machine Learning Using Python Programming” organised by Department of Information Science and Engineering in association with Department of CSE and Department of ECE from 01-06-2021 to 05-06-2021. |
| 23 | Attended the 5 Day National Level Skill Development Program on “Mobile Application Development” conducted by the Department of Computer Science and Engineering in association with the Departments of ECE & ISE, A. J. Institute of Engineering & Technology, Mangaluru from 14-06-2021 to 18-06-2021. |
| 24 | Participated in one day Faculty Development program on ”Placement is a process not an Event” conducted by Internal Quality Assurance Cell (IQAC) SIT, Mangaluru on 19th March 2021. |
| 25 | Participated in 5 days Faculty Development Programme on “Artificial intelligence and machine learning” organised by Department of Information Science and Engineering, Vidyavardhaka college of Engineering Mysuru from 12-07-2021 to 16-07-2021. |
| 26 | Participated in 5 days Faculty Development Programme on “Natural language processing for Beginners” organised by Department of Information Science and Engineering, Vidyavardhaka college of Engineering Mysuru from 17-03-2021 to 20-03-2021. |
| 27 | Participated in the Five-Day Online FDP on “Artificial intelligence and data science” from 10-06-2020 to 14-06-2020 organized by Department of ISE, Oriental Institute of Science and Technology, Bhopal. |
| 28 | Participated in the Four-Day Online FDP on “Applied Machine Learning Using Python” from 09-06-2020 to 12-06-2020 organized by Department of ISE, NMAM Institute of Technology, Nitte. |
| 29 | Participated in the Four-Day FDP on “Image Processing and Data Science” from 26-06-2020 to 29-06-2020 organized (online) by the Department of Computer Science & Engineering, Canara Engineering College. |
| 30 | Participated in the Five Days Online FDP on “Digital Image Processing with Research Methodology” organized by Karpagam College of Engineering, Coimbatore during 15-06-2020 to 19-06-2020. |
| 31 | Attended five days National level Online Faculty Development Programme on “Perl Scripting” held on 10th to 14th June 2020 Organized by Department of Computer Science and Engineering, Lords Institute of Engineering & Technology, in Association with Spoken Tutorial IIT-Bombay, Hyderabad. |
| 32 | Attended one-week Online Faculty Development Programme on “Recent trends in computer science” held on 15th to 20th June 2020 Organized by Department of Computer Science and Engineering, Priyadarshini Institute of Engineering & Technology, in Association with Persistent System Ltd, Nagpur. |
| 33 | Attended three days National level Online Faculty Development Programme on “Internet of Things and its application” held on 12th to 14th June 2020 Organized by Department of Computer Application, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh. |
| 34 | Attended three days National level Online Faculty Development Programme on “Introduction to Machine learning” held on 5th to 7th June 2020 Organized by Department of Computer Application, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh. |
| 35 | Attended two days National level Online Faculty Development Programme on “Blockchain Technology” held on 30th and 31st May 2020 Organized by Department of Computer Application, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh. |
| 36 | Participated in one day workshop on “NEURAL NETWORKS - Journey from Shallow to Deep Learning” hosted by Department of Information Science & Engineering, Jain Deemed-to-be University on June 5, 2020. |
| 37 | Participated in the two-day demonstrative session on “Developing a Progressive Web App” on 20th to 21st June 2020 organized by the Department of Computer Science and Engineering, Dr. N.G.P.IT, Coimbatore. |
| 38 | Participated in the Two-Day Orientation Workshop on “Accreditation Process-NBA” jointly organized by RVCE, Bengaluru and IQAC, Srinivas Institute of Technology, Mangaluru under Share & Mentor Institutions (Margadarshan) Scheme of AICTE on 13th and 14th January 2020. |
| 39 | Participated in a Three-Day Faculty Development Program on “Deep Learning and Machine Learning Using MATLAB” from 10th to 12th July 2019 at St. Joseph Engineering College, Vamanjoor, Mangaluru. |
| 40 | Participated in a Two Days National Level Workshop on “Applications of Python Programming in Data Analytics and Machine Learning- Research Perspective” held on 4th and 5th July 2019 at Alva’s Institute of Engineering and Technology, Moodbidri. |
| 41 | Attended the National Conference on Research in Higher Education Learning and Administration held on 15th June 2019 at Srinivas University, Pandeshwar, Mangaluru. |
| 42 | Participated in one day FDP on “Web technology and its application” on 31st July 2018 at Sridevi Institute of Technology, Kenjar, Mangaluru. |
| 43 | Participated in one week FDP on “LABVIEW System Engineering Software hands-on training”, from 16th to 20th January 2018, organized by Dept. of Aeronautical Engineering, SIT, Valachil. |
| 44 | Attended a Two days Faculty Enablement Program on “Psycho-Pedagogy of Classroom” on 11th & 12th December 2017 at SIT, Valachil, Mangaluru. |
Patents & Books
| 1 | Patent Publication on AI-Based Brain Tumor Detection from MRI Scans |
| 2 | Patent Publication on Track Vision – Real Time Obstruction Tracking and Pedestrian Alert System |
| 3 | Patent Publication on Crime Predictive Model & Hotspot Mapping Using Machine Learning - 2023 |
Projects Guided
| 1 | B.E projects | 20+ |
| 2 | M.Tech projects | - |
| 3 | PhD projects | - |
Membership in professional bodies
| 1 | International Association of Engineers (IAENG) |
| 2 | The Institute of Research Engineers and Doctors (IRED) |
| 3 | World Economics Association |
Departmental Responsibilities
| 1 | Department Association Advisor |
| 2 | Department Seminar Coordinator |
| 3 | Department Internship Coordinator |
| 4 | Department Test Coordinator |
| 5 | Department Time-Table coordinator |
| 6 | Department Activity point coordinator |
| 7 | Department Alumni Cell coordinator |
| 8 | Department Publicity committee coordinator |
| 9 | Department Magazine committee coordinator |
| 10 | Department R&D & IPR Cell & IIC coordinator |
| 11 | Department Coordinator of NAAC Criterion 3 |
| 12 | Department IIC Coordinator |
Awards/Achievements
| 1 | Successfully completed the NPTEL Online Certification course 'Introduction to Internet of Things' during July-October 2019. |
| 2 | Successfully completed the NPTEL Online Certification course 'Cloud Computing' during February -April 2019. |
Contact Details
| Email ID(Official) | sowmyakulal@sitmng.ac.in |
