Knowledge Hub
Research papers, technical deep-dives, and industry perspectives.
Side-Channel Attack Mitigation in Embedded IoT Microcontrollers
Chetan Khapedia, Dr. A. Sharma, Prof. R. Mehta
IEEE ICES 2025
Systematic analysis of timing-based and DPA side-channel vulnerabilities in ARM Cortex-M microcontrollers with proposed dual-layer countermeasures achieving 97.3% attack reduction.
Scalable ML Pipeline Architecture for Precision Agriculture
Chetan Khapedia
End-to-end pipeline ingesting multi-modal sensor data from autonomous rovers, performing sub-100ms edge inference on Coral TPU, with Kubeflow-based cloud retraining.
Hardware & Robotics Showcase
Looping demos of embedded systems, robotic builds, and hardware prototypes.
6-DoF Robotic Arm
Real-time pick-and-place with vision pipeline
Autonomous Rover
GPS waypoint navigation & crop monitoring
Z80 Mini-Computer
Hand-wired retro computing on perfboard
Publications & Pitch Decks
Research papers and enterprise architecture presentations.
Agro-Tech ML Pipeline — Enterprise Pitch Deck
A comprehensive architectural pitch deck for an end-to-end ML pipeline designed for precision agriculture at scale. Covers data ingestion from IoT sensors, real-time inference at the edge, and cloud-based model retraining loops.
Side-Channel Attack Mitigation in Embedded IoT Microcontrollers
A research paper investigating timing-based and power-analysis side-channel vulnerabilities in ARM Cortex-M series microcontrollers, with proposed countermeasures using instruction-level obfuscation and randomized execution scheduling.