Portfolio

Production work, not demos.

AI agent systems we've built and shipped for clients. All metrics anonymised unless explicitly approved.

FINTECH Multi-agent

Multi-agent system for automated loan pre-screening. Document extraction, risk assessment, and approval routing across 3 specialist agents.

Result: 40% reduction in processing time

HEALTHCARE RAG + Ollama

Fully local agent system (Ollama + Obsidian RAG) for patient report generation with POPIA-compliant data handling.

Result: 60% faster report generation

ECOMMERCE CRM + Email

Multi-agent customer service workflow with HubSpot MCP integration, email triage, and Telegram escalation.

Result: 50% reduction in support tickets

MANUFACTURING IoT + Telegram

Agent system monitoring IoT sensors, predicting failures, and pushing Telegram alerts to on-call engineers.

Result: 30% reduction in downtime

AGENCY Marketing

Multi-agent content creation: research agent → writing agent → SEO agent → publishing agent. 250 hours/month saved.

Result: 250 hrs/month capacity recovered

PROFESSIONAL SERVICES Compliance

Legal-tech agent that reviews contracts against company playbook, flags risks, and generates redlines for human review.

Result: 5x faster first-pass review

RETAIL Inventory

Agent reading historical sales + weather + events data to forecast demand and trigger reorder workflows.

Result: 22% less overstock

EDUCATION Tutoring

Multi-agent tutoring system that adapts to student learning style, identifies gaps, and personalises curriculum.

Result: 35% improvement in test scores

LOGISTICS Routing

Real-time route optimisation agent integrating traffic, weather, and fleet capacity data via MCP servers.

Result: 18% fuel cost reduction

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