Everything I've built.

The Problem

No affordable remote monitoring solution for industrial OT environments in East Africa. Engineers fly to sites to read meters.

The Solution

Solo deployment of IBM Maximo Application Suite 9.1 on a 6-node OpenShift ROKS cluster (Frankfurt region). Monte Carlo failure prediction, LSTM anomaly detection, Unity XR visualisation layer.

The Problem

Patients in low-resource environments lack access to consistent medical triage, leading to delayed diagnoses and preventable deterioration.

The Solution

6-agent AI architecture orchestrated via LangGraph. Triage, symptom analysis, prescription lookup, escalation, follow-up, and audit agents working in sequence. WhatsApp as the delivery layer — zero app install for patients.

The Problem

Rural regions in East Africa suffer critical doctor shortages. Patients travel hours for basic triage that could be automated.

The Solution

Agentic AI system using IBM Granite and watsonx Orchestrate to autonomously triage patients and allocate medical resources. Deployed on IBM Cloud.

The Problem

LinkedIn profiles are saturated with generic corporate language that obscures real skills and repels serious recruiters and collaborators.

The Solution

Open-source prompt framework that systematically rewrites LinkedIn sections — headline, about, experience — into high-signal, data-backed language. No code. No API. Distributed as a usable framework via GitHub.

The Problem

Diagnosing Windows system health in field environments requires installing tools that may not be permitted, may not exist, or may themselves be compromised.

The Solution

Stateless PowerShell diagnostic framework. Captures baseline snapshots, compares drift, flags anomalies. Single-file. No install. No registry writes. No external dependencies. Runs on any Windows system.