• B.Tech (BPUT)
• M.Tech (Jadavpur University,Kolkata)
• Ph.D.(Jadavpur University, Kolkata)

Security in Ad-hoc Network, Machine Learing, Deep Learning

PMEC – Since 09.10.2014

• Programming in C
• Data Structure Using C
• C++, Database Management System
• Compiler Design
• Theory of Computation
• Operating System
• Computer Network

LMISTE, MIEEE

[1] R. R. Maharana, R. R. Sahoo, D. K. Dash, and T. M. Kumari, “Decentralized Brain Tumor Detection using Transfer Learning in Federated Frameworks,” Computing, Communication and Intelligence, pp. 67–72, 2026.

[2] A. K. Pala, S. Mallik, M. Tripathy, R. R. Sahoo, R. Swain, and D. K. Dash, “Deep Learning Based Face Recognition System with Modified MTCNN and FaceNet,” Computing, Communication and Intelligence, pp. 77–82, 2026.

[3] D. R. Sahu, A. K. Pala, S. Mallik, R. R. Sahoo, R. Swain, and D. K. Dash, “Evaluating the Performance of RCNN Variants for Multi-Object Analysis in Images,” Computing, Communication and Intelligence, pp. 266–271, 2026.

[4] N. R. Sabat and R. R. Sahoo, “ABC-LNN: A Hybrid Task Scheduling and Load Balancing Approach Leveraging Artificial Bee Colony with Liquid Neural Networks in Cloud Computing,” Computing, Communication and Intelligence, pp. 251–254, 2026.

[5] N. R. Sabat, R. R. Sahoo, and B. Acharya, “GA-WWO: An Optimised Hybrid Genetic Approach for Scheduling and Balancing Task Loads in Cloud Computing,” in Next Generation Computing and Communication Applications: First EAI …, 2026.

[6] S. Bhoi, J. Mishra, and R. R. Sahoo, “Connectivity-Aware Graph Neural Network for Predictive Management of Adaptive Mobile Sinks in Wireless Sensor Networks,” in 2025 International Conference on Sustainability, Innovation & Technology …, 2025.

[7] A. K. Pala, M. Tripathy, R. R. Sahoo, R. Swain, D. K. Dash, and S. Mallik, “An Enhanced Framework for Surveillance: Integrating OSINT, SOCMINT, AI-Driven Analysis, and Digital HUMINT against Terrorism and Exploitation Networks,” in 2025 IEEE 6th India Council International Subsections Conference (INDISCON), pp. 1–6, 2025.

[8] R. R. Maharana, R. R. Sahoo, and D. K. Dash, “Leveraging FedSHE-Based FedAVG for Efficient Privacy-Preserving Federated Learning and Secure Model Aggregation,” in International Conference on Machine Learning, IoT and Big Data, pp. 198–209, 2025.

[9] A. K. Pala, M. Tripathy, R. R. Sahoo, R. Swain, D. K. Dash, and S. Mallik, “Zero-Shot Learning for Face Recognition in Cyber Security: Enhancing Model Generalization with Limited Data,” in International Conference on Machine Learning, IoT and Big Data, pp. 48–58, 2025.

[10] K. D. Naik, R. Panigrahi, and R. R. Sahoo, “Reinforcement Learning-Driven Adaptive Task Grouping with Deep-ConvLSTM Based VM Sizing in Container as a Service Cloud Environment,” in International Conference on Machine Learning, IoT and Big Data, pp. 290–300, 2025.

[11] K. D. Naik, S. K. Kuanar, R. R. Sahoo, A. R. Dash, C. Mohapatra, and A. Saiswari, “Efficient FOG Task Scheduling Using Humming Bird Based Task Assignment,” Computing, Communication and Intelligence, pp. 233–237, 2025.

[12] N. R. Sabat and R. R. Sahoo, “Virtual IGA-GRU: An Approach for Load Balancing in Cloud Computing,” Computing, Communication and Intelligence, pp. 71–75, 2025.

[13] N. Panigrahi, S. K. Bhoi, D. Mohapatra, R. R. Sahoo, K. S. Sahoo, and A. Mohapatra, “ORS: A Novel Olive Ridley Survival Inspired Meta-Heuristic Optimization Algorithm,” arXiv preprint arXiv:2409.09210, 2024.

[14] A. K. Parida, D. Kumar, R. R. Sahoo, and B. K. Balabantaray, “Solar Power Prediction Approach Using Data Augmented Deep Learning Technique,” Scientia Iranica, 2024.

[15] N. R. Sabat, R. R. Sahoo, M. R. Pradhan, and B. Acharya, “Hybrid Technique for Optimal Task Scheduling in Cloud Computing Environments,” TELKOMNIKA (Telecommunication Computing Electronics and Control), vol. 22, no. 2, pp. 380–392, 2024.

[16] D. R. N. B. Bag, R. R. Sahoo, N. R. Sabat, U. et al., “IOT BASED STREET CLEANING VEHICLE,” Indian Patent Application 388885-001, 2023.

[17] K. D. Naik, R. R. Sahoo, and S. K. Kuanar, “A Bio inspired Approach for Load Balancing in Container as a Service Cloud Computing Model,” International Research Journal on Advanced Science Hub (IRJASH), vol. 5, no. 05S, pp. 426–433, 2023.

[18] N. R. Sabat and R. R. Sahoo, “Deep Reinforcement Learning Framework with Q Learning For Optimal Scheduling in Cloud Computing,” International Journal on Recent and Innovation Trends in Computing and Communication, 2023.

[19] A. K. Parida, D. Kumar, and R. R. Sahoo, “Medium term Solar Power Prediction using stacked LSTM based deep learning Technique,” in 2022 IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications, 2022.

[20] R. P. Nayak, S. Sethi, S. K. Bhoi, D. Mohapatra, R. R. Sahoo, P. K. Sharma, et al., “TFMD-SDVN: a trust framework for misbehavior detection in the edge of software-defined vehicular network,” The Journal of Supercomputing, vol. 78, no. 6, pp. 7948–7981, 2022.

[1] “IoT-Based Street Cleaning Vehicle,” Indian Design Patent, Agency- N.A.

[1] “Writing Technical Papers and Documents Using LaTeX,” TEQIP III Sponsored FDP, Seemanta Engineering College, Baripada, India, 2021.

[2] “Online Summer Training-cum-Internship Program on Machine Learning and Deep Learning Using PARAM SHAVAK,” Summer Training-cum-Internship Program, Dept. of CSE, PMEC, India, 2021.

[3] “A Bio-Inspired Approach for Load Balancing in Container as a Service Cloud Computing Model,” in Proc. Int. Conf. Intelligent Computing Technologies and Research (i-COMPUTER 2023), NIT Puducherry, India, 2023.

[4] “Trust Management in Wireless Sensor Network,” Emerging Research Trends in Electronics & Telecommunication, Dept. of ETCE, Assam Engineering College, Guwahati, India, 2023.

[5] “Convolutional Neural Network and Its Use Cases,” in One Week Short Term Course (FDP) on Advances in Machine Learning for Data Analytics (AMLDA-2023), Maharaja Sriram Chandra Bhanja Deo University, Baripada, India, 2023.

[6] “Cyber Security Awareness Program,” Cyber Security Awareness Program, Purushottampur Government ITI, Ganjam, India, Oct. 6, 2023.

[7] “Privacy-Preserving Federated Learning for Medical Data Sharing and Analysis,” in Int. Conf. Recent Developments in Mathematical Research and Artificial Intelligence, Government Science College, Chhatrapur, Ganjam, India, 2024.

[8] Session Chair, International Conference ICETICT 2024, DRIEMS University, Cuttack, India, Dec. 2024.

[1] “TEQIP-III Sponsored One Week National Workshop on Offensive and Defensive Aspects of Cyber Security (NWODACS-2020),” PMEC, Dec. 15–19, 2020, role: Convener.

[2] “Machine Learning and Deep Learning on PARAM SHAVAK DL-GPU System,” PMEC/CDAC Pune, Jan. 11–15, 2021, role: Coordinator.

[3] “Summer Training cum Internship Programme on Machine Learning and Deep Learning using PARAM SHAVAK System,” PMEC, Jun. 24–Aug. 10, 2021, role: Organizing Member.

[4] “SPM Innovative Project Competition,” PMEC, Dec. 21, 2021, role: Organizing Member.

[5] “Alumni Talk and Interaction Programme on Future Scope after B.Tech,” PMEC, Dec. 11, 2021, role: Organizing Member.

[6] “One Week Online Workshop on Importance of Software Engineering,” PMEC Berhampur, Oct. 25–29, 2021, role: Coordinator.

[7] “One Day Seminar on Graph Theoretic Approach for Topology Control of Wireless Sensor Networks,” PMEC, May 2, 2022, role: Organizing Member.

[8] “CSE Project Evaluation on Machine Learning,” PMEC, Apr. 18, 2022, role: Organizing Member.

[9] “Two Days Quiz Competition,” PMEC, Jul. 27–30, 2022, role: Organizing Member.

[10] “One Week Industry Oriented Training Programme on Robotics Process Automation using UI Path,” PMEC, Aug. 1–7, 2022, role: Organizing Member.

[11] “Student Induction/Student Orientation Programme, CSE Dept.,” PMEC, Nov. 21–Dec. 3, 2022, role: Dept. Coordinator.

[12] “CSE Dept. Debugging Competition,” PMEC, Feb. 28, 2023, role: Organizing Member.

[13] “Student Felicitation and Interaction Programme,” PMEC, Apr. 29, 2023, role: Organizing Member.

[14] “Student Best Project Award 2023 Programme,” PMEC, Jun. 6, 2023, role: Organizing Member.

[15] “Tech-Fest 2022–23 at Dept. of CSE, PMEC Berhampur,” PMEC, 2022–2023, role: Organizing Member.

[16] “Invited Talk Programme on Regression Techniques and Their Implementation,” PMEC, Jul. 1, 2023, role: Organizing Member.

[17] “Orientation to Freshers Induction Programme,” PMEC, Sep. 8, 2023, role: Coordinator.

[18] “One Day AI/ML Seminar,” PMEC, Sep. 27, 2023, role: Organizing Member.

[19] “Git and GitHub Workshop,” Agile Society, PMEC, Oct. 9–13, 2023, role: Organizing Member.

[20] “One Day Awareness Programme on Scrub Typhus Virus at Laxmipur Village, Ganjam,” Agile Society, PMEC, Nov. 22, 2023, role: Organizing Member.

[21] “Geek-Cult Programme,” Agile Society, PMEC, Dec. 2, 2023, role: Organizing Member.

[22] “Tech Shastra 2k23 Programme,” Agile Society, PMEC, Dec. 3, 2023, role: Organizing Member.

[23] “Tech Fest at Dept. of CSE, PMEC Berhampur,” PMEC, Mar. 21–23, 2024, role: Organizing Member.

[24] “Jalachhatra Program,” CSE Dept. PMEC, Apr. 23, 2024, role: Organizing Member.

Department of Computer Science and Engineering,

Parala Maharja Engineering College, Sitalapalli, Berhampur – 761003.