Research
Funded Projects
"Latency Optimization for Reliable Edge Compute Service Delivery using Reinforcement Learning", Core Research Grant (CRG), SERB, DST, Govt. of India, Role: PI, 2023 - 2026 (INR 32.18 Lakh)
"Proactive and Generalized Deepfake Defense Mechanisms to Reinforce Cyberspace", C3iHub, IIT Kanpur, India, Role: Co-PI, 2024-2027 (approx. INR 33.32 lakh)
"Service Recommendation over a Distributed Platform with Different Network Loads by Accurate Quality Assessment", Young Faculty Research Seed Grant (YFRSG), IIT Indore, Role: PI, 2023 - 2025 (INR 10 Lakh)
"Cross Domain Multi-modal Product Recommendation Using Deep Learning", YFRSG-PRIUS Grant, IIT Indore, Role: PI, 2024 - 2026 (INR 5 Lakh)
"Context Aware Service Provisioning Towards Smart Tourism", Start-up Research Grant (SRG), SERB, DST, Govt. of India, Role: PI, 2020 - 2022 (INR 16.82 Lakh)
Research Areas
Services Computing: Service Composition, Service Execution, Service Placement in Cloud-Edge Computing, Service Recommendation, Service Verification
Recommendation Systems
Machine Learning
Reinforcement Learning
Data Analytics
LogicÂ
Automated Reasoning
Artificial Intelligence, and related fields.