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Computer Science And Applications

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Dr Suneel Kumar Duvvuri
Department of Computer Science And Applications
Designation Lecturer
Phone 7093455510
Institutional email ID suneelcs@gcrjy.ac.in
ORCID 0000-0002-5996-1733
Scopus ID
Researcher ID
Vidwaan ID 0
Google Scholor Profile https://scholar.google.com/citations?user=iwyWfywAAAAJ&hl=en
Date of joining the college 06-06-2018
Academic qualifications
  • Doctor of Philosophy (Ph.D.) (Computer Science) from Sri Venkateswara University, Tirupati, India. 2023
  • Master of Computer Applications (M.C.A) (Computer Applications) from Andhra University, Visakhapatnam, India. 2012
  • Bachelor of Science (B.Sc) (Computer Science) from Andhra University, Visakhapatnam, India. 2009
Work Experience
  • Lecturer in Computer Science at Government College Autonomous, Rajahmundry from 06-06-2018 to Present
Research Experience
Number of Papers Published in Journals: 15
  • Morukurthi, Salomi; Suneel Kumar, Duvvuri, "Sentiment Analysis of Spotify Reviews Using Bidirectional LSTM Networks" in International Journal Of Scientific Research In Engineering & Technology, 2026 . ISSN: 2583-1240. DOI: https://doi.org/10.59256/ijsreat.20260603004, Impact Factor: 0.00. Weblink: https://doi.org/10.59256/ijsreat.20260603004
  • Duvvuri, Suneel Kumar; Rajana, Balayya; Chejarla, Sanjeev Kumar; Dakey, Prasad Teja; Rao, K. Ramachandra; Gandam, Thilothu Rao, "Evaluating the Trade-growth Nexus in India Using Hybrid Econometrics and Explainable Machine Learning" in Journal of Economics and Trade, 2026 . ISSN: 2456-8821. DOI: https://doi.org/10.56557/jet/2026/v11i110569, Impact Factor: 0.00. Weblink: https://doi.org/10.56557/jet/2026/v11i110569
  • Pandiri Sailaja; Suneel Kumar Duvvuri, "Sentiment Analysis of Uber Customer Reviews Using Machine Learning and Deep Learning Techniques" in International Journal of Innovative Research in Engineering, 2026 . ISSN: 2582-8746. DOI: https://doi.org/10.59256/ijire.20260702044, Impact Factor: 0.00. Weblink: https://doi.org/10.59256/ijire.20260702044
  • Kanem Bharath Varma, Suneel Kumar Duvvuri, "Deep Learning-Based Sentiment Classification of Ride-Hailing Customer Reviews Using BiLSTM" in International Journal Of Scientific Research In Engineering & Technology, 2026 . ISSN: 2583-1240. DOI: https://doi.org/10.59256/ijsreat.20260602034, Impact Factor: 0.00. Weblink: https://doi.org/10.59256/ijsreat.20260602034
  • Marise, Lovaraju & Duvvuri, Suneel Kumar, "Deep learning-based sentiment analysis of Netflix reviews using LSTM and BI-LSTM" in Global Journal of Engineering and Technology Advances, 2026 . ISSN: 2582-5003. DOI: https://doi.org/10.30574/gjeta.2026.27.1.0098, Impact Factor: 0.00. Weblink: https://doi.org/10.30574/gjeta.2026.27.1.0098
  • Pilli Lalith Sriharsha; Suneel Kumar Duvvuri, "LSTM-based deep learning framework for sentiment classification of Flipkart product Reviews" in Global Journal of Engineering and Technology Advances, 2026 . ISSN: 2582-5003. DOI: https://doi.org/10.30574/gjeta.2026.27.1.0099, Impact Factor: 0.00. Weblink: https://doi.org/10.30574/gjeta.2026.27.1.0099
  • Ullamparthi Durga Venkata Santhosh; Suneel Kumar Duvvuri, "Content authenticity detection using bidirectional LSTM networks" in Global Journal of Engineering and Technology Advances, 2026 . ISSN: 2582-5003. DOI: https://doi.org/10.30574/gjeta.2026.27.1.0093, Impact Factor: 0.00. Weblink: https://doi.org/10.59256/ijsreat.20260602033
  • Saripalli Swarooparani; Suneel Kumar Duvvuri, "Air Quality Prediction Using Machine Learning and Deep Learning" in International Journal Of Scientific Research In Engineering & Technology, 2026 . ISSN: 2583-1240. DOI: https://doi.org/10.59256/ijsreat.20260602033, Impact Factor: 0.00. Weblink: https://doi.org/10.59256/ijsreat.20260602033
  • M.R. Goutham*, Umamahesh Goudu, S.S.K. Chaitanya 2 and Suneel Kumar Duvvuri, "Hydrogeochemical Characterization of Groundwater in and around Rajahmundry, Andhra Pradesh, South India" in GSC Advanced Research and Reviews (GSCARR), 2025 . ISSN: 2582-4597. DOI: https://doi.org/10.30574/gscarr.2025.24.3.0292, Impact Factor: 7.64. Weblink: https://gsconlinepress.com/journals/gscarr/content/hydrogeochemical-characterization-groundwater-and-around-rajahmundry-andhra-pradesh-south
  • Suneel Kumar Duvvuri* and M R Goutham, "A clinically-informed approach to predictive modelling of Diabetes Mellitus for the East and West Godavari Districts" in World Journal of Advanced Research and Reviews, 2025 . ISSN: 2581-9615. DOI: https://doi.org/10.30574/wjarr.2025.27.3.3227, Impact Factor: 8.20. Weblink: https://journalwjarr.com/node/2798
  • M.R. Goutham*, Suneel Kumar Duvvuri, and Umamahesh Goudu, "Spatio-Temporal Dynamics of Tropospheric Pollutants and Land Surface Temperature over Andhra Pradesh, India: A Google Earth Engine-Based Satellite Remote Sensing Study (2020-2024)" in World Journal of Advanced Research and Reviews, 2025 . ISSN: 2581-9615. DOI: https://doi.org/10.30574/wjarr.2025.27.3.3184, Impact Factor: 8.20. Weblink: https://journalwjarr.com/node/2751
  • Suneel Kumar Duvvuri, "Predictive Modelling and IoT-Based Early Intervention for Diabetes Mellitus in East and West Godavari Districts Using Clinical Big Data" in International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2025 . ISSN: 2456-3307. DOI: https://doi.org/10.32628/CSEIT25111695, Impact Factor: 9.01. Weblink: https://ijsrcseit.com/index.php/home/article/view/CSEIT25111695
  • Goutham Raghavendra Mannava, Suneel Kumar Duvvuri, Srinivasa Rao Narra, Uma Mahesh Goudu, "Comparative Study on Various Supervised Learning Algorithms for Land Use and Land Cover Classification in Part of East Godavari District, Andhra Pradesh, India" in International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), 2025 . ISSN: 2456-3307. DOI: https://doi.org/10.32628/CSEIT2511148, Impact Factor: 9.01. Weblink: https://ijsrcseit.com/index.php/home/article/view/CSEIT2511148
  • B. Ramesh Babu, S. Ramakrishna, Suneel Kumar Duvvuri, "Hybrid NLP framework for enhanced sentiment analysis ‎and topic detection on YouTube" in International Journal of Basic and Applied Sciences, 2025 . ISSN: . DOI: https://doi.org/10.14419/kft8ae18, Impact Factor: 0.00. Weblink: https://www.sciencepubco.com/index.php/IJBAS/article/view/33312
  • Suneel Kumar Duvvuri, S. Ramakrishna, "Adaptive Neuro-Fuzzy Inference System Based On-Demand Fault Tolerant Routing Protocol (ANFIS-ODFTR) for MANETs" in International Journal of Computer Networks and Applications (IJCNA), 2021 . ISSN: 2395-0455. DOI: https://doi.org/10.22247/ijcna/2021/210721, Impact Factor: 0.41. Weblink: https://www.ijcna.org/Manuscripts/IJCNA-2021-O-53.pdf

Number of Papers Publised in Conferences: 04
  • B. Ramesh Babu; S. Ramakrishna; Suneel Kumar Duvvuri , "A Robust CNN-LSTM Model Enhanced with Word2Vec for YouTube Sentiment Analysis " in 2025 4th International Conference on Innovative Mechanisms for Industry Applications (ICIMIA) organized by Sasurie College of Engineering, Vijayamangalam, Tirupur Dt, Tamil Nadu. on 20-10-2025 (Full Paper ) ISBN/ISSN: 979-8-3315-5386-9. Weblink: https://ieeexplore.ieee.org/document/11200737
  • B. Ramesh Babu; S. Ramakrishna; Suneel Kumar Duvvuri , "Advanced Sentiment and Trend Analysis of Twitter Data Using CNN-LSTM and Word2Vec " in 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL) organized by Mid-West University (MU), Nepal on 27-03-2025 (Full Paper ) ISBN/ISSN: 979-8-3315-2392-3. Weblink: https://ieeexplore.ieee.org/document/10933031
  • Abinaya M; Suneel Kumar Duvvuri; Sathish Kumar P. J; Surendran R; K S. Balamurugan , "Improving Early Cardiomyopathy Diagnosis with CNNs: A Deep Learning-Based Approach " in 2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) organized by Dept. of ECE, Institute of Engineering & Management, Kolkata on 31-01-2025 (Full Paper ) ISBN/ISSN: 2767-9934. Weblink: https://doi.org/10.1109/IEMENTech65115.2025.10959655
  • Muthuselvi M; Suneel Kumar Duvvuri; Geetha Rani K; Surendran R; K S. Balamurugan , "Advanced Machine Learning Techniques for Early Diagnosis of Diabetic Macular Edema " in 2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech) organized by Dept. of ECE, Institute of Engineering & Management, Kolkata on 31-01-2025 (Full Paper ) ISBN/ISSN: 2767-9934. Weblink: https://ieeexplore.ieee.org/document/10959627

Number of Patents: 01
  • Dr. SUNEEL KUMAR DUVVURI (ASSISTANT PROFESSOR), Dr. M R GOUTHAM (ASSISTANT PROFESSOR), Dr. S. RAMAKRISHNA (PROFESSOR) ,National Patent: " Weather Reporting Irrigation Control using IoT " (Patent Number: 202041037355) published in O/o O/o Controller General of Patents, New Delhi on 25-09-2020 ( Published) URL: https://drive.google.com/file/d/1KfiURA5hpNGLdH_H_0jz-5hy97lVp74v/view?usp=sharing

Number of Research Projects: 01
  • A CREATE Seed Money Sponsored Research Project entitled "" with a financial assistance of INR. 150000.00 from 25-04-2023 to 30-04-2025
Memberships in Professional Bodies
  • Life Member in Scientific and Technical Research Association (STRA) since 06-06-2018
  • Life Member in Society of Wireless Networks- International Association of Engineers (IAENG) since 03-02-2016
  • Life Member in Society of Artificial Intelligence- International Association of Engineers (IAENG) since 02-02-2016
  • Life Member in Society of Computer Science- International Association of Engineers (IAENG) since 02-02-2016
Books Authored
  • Author of "Fundamentals of Artificial Intelligence", ISBN: 978-81-978686-4-1, Publisher: Commissionerate of Collegiate Education, Government of Andhra Pradesh ( 2025),Edition: 1
  • Author of "Advances of Mathematical, Physical and Chemical Sciences and Chemical Sciences Course 2 - APSCHE", ISBN: 978-93-550-1910-3, Publisher: S.Chand ( 2024),Edition: 1
  • Author of "Essentials and Applications of Mathematical, Physical and Chemical Science Course 1 - APSCHE", ISBN: 978-93-550-1909-7, Publisher: S.Chand ( 2024),Edition: 1
  • Author of "Business Organisation Course 2 : As per the new syllabus prescribed by APSCHE", ISBN: 9789358700206, Publisher: S.Chand ( 2024),Edition: 1
  • Author of "Fundamentals of Commerce Course 1 : As per the new syllabus prescribed by APSCHE", ISBN: 9789358700213, Publisher: S.Chand ( 2024),Edition: 1
  • Author of "MACHINE LEARNING BASED FAULT TOLERANT ROUTING PROTOCOLS IN MANETs", ISBN: 9786207640751, Publisher: LAP Lambert Academic Publishing (International) ( 2023),Edition: 1
Courses attended (Orientation, Refresher, FDP, etc.)

    MOOCs Completed: 00
      Awards/ Acheivements / Recoginizations
      • Received "Commendation Award" from District Collectorate on 15-08-2023 (District Level)
      Administrative Responsibilities
      • Working as Chairman at Board of Studies from 01-07-2021 to Present
      • Working as In-Charge at Department of Computer Science from 01-07-2021 to Present
      • Working as SPOC at SWAYAM-NPTEL from 01-06-2020 to Present
      • Working as Coordinator at IT Initiatives from 01-01-2019 to Present

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