Research, side projects, and experiments. Click any to peek inside.
06Prototype to DeploymentCloud-native IoT pipeline from sensor to dashboard in one framework
IoT · Cloud Infrastructure
A reproducible framework for taking IoT healthcare monitoring prototypes to production on AWS. Covers device provisioning via AWS IoT Core, Lambda-based ingestion, CloudWatch dashboards, and failure alerting — packaged as reusable infrastructure templates with a built-in device simulator for testing at scale. Built to reduce the prototype-to-production gap from weeks to days.
Reproducible IoT deployment framework with device simulation, monitoring, and alerting out of the box
AWS IoT CoreLambdaCloudWatchSNSPythonShell
07Smart Park LightingEnd-to-end IoT pipeline with real-time fault detection across an LED network
IoT · Data Engineering
End-to-end IoT data pipeline for adaptive smart street lighting. PIR and LDR sensors control intensity automatically; nRF24L01 and ESP8266 nodes stream readings through MQTT into a Logstash → ElasticSearch pipeline hosted on GCP. X-Pack alerting surfaces LED array faults in real time. Published in IJCRT.
35%+ reduction in park power consumption via sensor-driven adaptive intensity, with zero-downtime fault detection across the LED network