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Case Studies

Evidence, not claims.

Selected delivered work — engineering, infrastructure, automation and systems — with the context, the method and the measured results.

Professional workEngineering projectsMeasured results
Selected work

7 studies that show the range.

Software EngineeringProfessional Work

Full-Stack School ERP

Designed and shipped a full-stack ERP end-to-end — from requirements through deployment — consolidating student records, attendance, finance and communication, with notification, messaging and authentication capabilities serving the whole institution.

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Distributed SystemsEngineering Project

Atlas — Distributed Infrastructure Engine

Atlas discovers and models infrastructure as a graph, schedules workloads, replicates state through a from-scratch Raft layer, injects controlled failures, correlates them into incidents and produces advisory AI analysis — running entirely over an in-memory event bus on a single machine, with real-time visualization and algorithmic transparency.

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AI & OperationsEngineering Project

NEXUS — Autonomous Homelab SRE

An evidence-first autonomous SRE agent built around four hard rules — evidence over vibes, allowlisted typed tools, approval enforced outside the model, and explainable reasoning. Investigates incidents the way a careful operator would, verified live against PostgreSQL and Redis.

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Automation & HardwareEngineering Project

CS2RGB — Counter-Strike × OpenRGB Lighting

A Python service that taps CS2's Game State Integration API and drives OpenRGB directly — lighting reacts to health, flash/smoke/burn status, game phase and round events (bomb, kills, round wins) with secure secret-key authentication and full event logging.

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IT & InfrastructurePersonal Infrastructure

On-Premises Infrastructure Build

Specced, built and operated on-premises server and network infrastructure from the ground up — switching, structured cabling, storage and monitoring — that cut internet downtime by 50% and eliminated recurring ISP support calls.

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AI & AutomationBusiness Systems

Business Automation & Operations

Identified where staff time was being burned on repetitive work, then scripted and automated it — reclaiming 15+ hours per week and cutting release errors by 45%.

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Distributed SystemsEngineering Project

Neo Learn — SMS as a Transport Layer

A systems experiment in treating SMS and SIM Toolkit as transport mechanisms rather than the application itself — course progress, assessment state and submissions live centrally, and the learner reaches that state through web, mobile, SMS or STK without the learning engine ever knowing which interface was used.

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Your project won't fit a template — and it shouldn't.

The method is consistent: understand the work, scope honestly, deliver and measure. The free first conversation establishes where your project would land.

or email joseph.gitau.c@gmail.com