
Developed a Docker-based full-stack IoT deployment for the DataBytes-Organisation/Intelligent-IoT-Data-Management repository, integrating a Node.js frontend, Django backend, and PostgreSQL database to enhance portability and scalability. Implemented comprehensive observability using cAdvisor, Prometheus, and Grafana, enabling real-time monitoring and faster issue diagnosis across environments. Focused on security, the work introduced threat modeling and security enhancements, establishing a foundation for ongoing risk assessment and mitigation. Updated deployment artifacts and documentation to support secure, repeatable releases. The engineering approach emphasized robust architecture, monitoring, and security analysis, resulting in a more resilient and maintainable IoT data management platform without major bug fixes.
May 2026: Delivered a Docker-based full-stack IoT deployment (Node.js frontend, Django backend, PostgreSQL) with end-to-end observability via cAdvisor, Prometheus, and Grafana. Introduced threat modeling and security enhancements to strengthen the product's security posture, and updated deployment/docs artifacts to support secure, repeatable releases. No major bugs fixed this month; the focus was on feature delivery and security posture. The work improved portability, observability, and risk mitigation, enabling faster diagnosis, secure deployment, and ongoing security assessments.
May 2026: Delivered a Docker-based full-stack IoT deployment (Node.js frontend, Django backend, PostgreSQL) with end-to-end observability via cAdvisor, Prometheus, and Grafana. Introduced threat modeling and security enhancements to strengthen the product's security posture, and updated deployment/docs artifacts to support secure, repeatable releases. No major bugs fixed this month; the focus was on feature delivery and security posture. The work improved portability, observability, and risk mitigation, enabling faster diagnosis, secure deployment, and ongoing security assessments.

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