Advanced postgraduate engineering curriculum specializing in distributed computing, fault tolerance, cloud infrastructure, and modern system design.
- Master's Thesis Research (BTP): Framework for Error Handling Technique in IoT Based Context Aware Systems (2024 – 2026).
- Research Contributions: Researched IoT sensor failure modes in uncontrolled edge environments and developed the Context-Aware Adaptive Error Handling Framework (CAAEHF) to detect anomalies in real time. Combined nonlinear residual analysis with temporal behavior modeling and reinforcement learning recovery, filtering sensor noise and preventing corrupted data from cascading downstream.
- Core Coursework: Distributed Systems, Cloud Computing, Advanced Database Management Systems (Advanced DBMS), Computer Networks.