Selected work
Systems in production.
Twelve builds across healthcare, finance, agriculture, education and voice. Each one is described by what it does and what measurably changed once it went live.
AI-Driven Healthcare Copay Management
Automated intake and financial processing workflow
A resilient document-processing core that ingests inbound healthcare faxes, classifies them, validates them against historical policy rules and routes them automatically — collapsing a twelve-minute manual handling process to three.
75%
Time reduction
92%
Automation rate
<5%
Error rate
12→3
Minutes per document
Intelligent Invoice Automation Engine
Threshold-based financial dispatch at scale
An n8n and Azure workflow system that groups invoices by supplier, applies threshold filtering and automates financial dispatch — eliminating manual tax handling across thousands of invoices a month.
80%
Overhead reduction
100%
Tax compliance accuracy
1,000s
Invoices monthly
Enterprise Staff & Event Management Portal
Role-based access and real-time scheduling for 1,000+ staff
A secure internal portal combining role-based access control, real-time scheduling and an optimised database layer built for high-performance enterprise reporting.
1,000+
Internal staff served
Sub-second
Complex report queries
Beauty Services Marketplace
Nationwide US booking platform, web and mobile
A high-traffic booking platform with a real-time availability engine serving thousands of service providers and their customers across multiple time zones.
<300ms
API response time
99.9%
Booking accuracy
35%
Faster delivery via shared components
Multi-Vendor Agricultural Marketplace
B2B farm-to-supplier platform with FMS & DMS
A scalable B2B marketplace connecting US farmers with suppliers through a dual-sided portal handling both direct purchases and complex bulk load inquiries.
40%
Lower search latency
Dual-sided
Purchase + bulk inquiry flows
AI-Powered Course & Content Automation
LLM platform turning ideas into production-ready material
An LLM-driven platform that automates structured educational content and professional presentations, taking module production from fifteen hours to under two.
15h → 2h
Module production time
87%
Content output increase
Contact Centre Backend & Workflow Orchestration
Real-time infrastructure for 500+ concurrent agents
A secure, high-throughput backend for real-time contact centre automation, handling authentication and session management for hundreds of concurrent agents.
99.9%
System uptime
<200ms
State logging latency
500+
Concurrent agent sessions
Production-Grade RAG Chatbot System
Semantic search with multi-LLM orchestration
A Retrieval-Augmented Generation system combining semantic search with multi-LLM orchestration for enterprise knowledge retrieval — permission-aware, multi-tenant and streaming token by token.
<200ms
Retrieval latency
512
Token chunks, 20 overlap
Multi-Agent AI Workflow System
Stateful, collaborative orchestration for enterprise automation
A role-based agent team — researcher, writer and editor — coordinated through LangGraph with layered memory that retains context across sessions and learns from historical task results.
3-role
Agent team topology
3-tier
Short, long and persistent memory
AI Voice Assistant Deployment
Real-time low-latency voice intelligence
A bidirectional WebRTC voice pipeline with semantic turn detection and neural speech synthesis, holding full round-trip latency under 200 milliseconds for 100+ concurrent users.
<200ms
Round-trip latency
150ms
TTS streaming start
100+
Concurrent users
Drone Imagery Analysis System
Computer vision for environmental and infrastructure monitoring
A scalable CV pipeline processing high-resolution aerial imagery — detecting and segmenting trees, buildings and pipelines to automate monitoring across agricultural and industrial sites.
70%
Labelling efficiency gain
Edge
Optimised for Jetson Nano
Danish Invoice AI Processing System
Document intelligence for unstructured financial PDFs
A production system reading Danish invoices from unstructured PDFs — computer vision identifies layout regions, NLP classifies entities semantically, and structured output flows straight into ERP workflows.
90%
Reduction in manual entry
95%
mAP region detection accuracy