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Case Studies

Selected projects and outcomes from production engagements.

An AI-powered system that detects, tracks, and classifies drones and other airborne objects in real time, protecting critical infrastructure with sub-second response latency.

Computer VisionOn-premiseKubernetesReal-time

12 March 2026 · Defence / Critical infrastructure

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Transformed a legacy defence computer vision solution from a monolithic, hard-to-maintain codebase into a modern, modular system built on DevOps and MLOps best practices - enabling faster feature development, stronger security, and reliable on-premise deployment.

Computer VisionDevOpsMLOpsPythonGitLab CIPostgreSQLOn-premise

1 March 2026 · Defence / Computer Vision

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A data pipeline that orchestrates thousands of monte-carlo style simulations per day - replacing manual runs with a fully automated, traceable system that produces the data foundation for real-world ML models.

Data PipelinePrefectPostgreSQLMinIOOn-premiseSimulation

1 December 2025 · Defence / Simulation

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Evaluated the security posture of an AKS-based Kubernetes platform for a payment processing client migrating from on-premise servers to Azure, assessing compliance against ISO 27001 controls.

KubernetesSecurityISO 27001AzureAKSDevOps

15 October 2025 · Fintech / Critical infrastructure

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