I Design Systems That Run Themselves

Turning manual chaos into intelligent automation that thinks, adapts, and proves itself.

The best systems are invisible. They just work.

7+
Years of Experience
6,000+
Hours Building Systems
50+
Clients & Projects
200+
Workflows Deployed
Zero
Audit Findings
WHAT I DO

Three things, done deeply.

01

Understand

I learn your business deeply — the real problems, not just the surface requests. I ask why before I ask how. Most automation fails because people automate the wrong thing.

02

Design

I architect systems that think and adapt — AI that explains its decisions, workflows that handle edge cases, integrations that self-correct when things go wrong.

03

Deliver

I build systems that prove themselves — every decision logged, every change tracked, every reasoning captured. Auditors love my work because my systems love auditors.

HOW I THINK

The Only Way Complex Automation Should Be Done

01

Decompose the Problem

"Impossible" is just "not yet broken into pieces." I don't solve complex problems — I dissolve them into simple ones. Every system that seems impossible has seams where it can be split apart. When someone says "this can't be automated," I hear "this hasn't been decomposed properly yet." My job is to find those seams.
Every complex problem is made of simpler problems.
Decompose the Problem
PROOF

Real Problems. Real Transformations.

From Manual to Automatic
20+ hours/week → 0

A team spending 20+ hours weekly on repetitive research across multiple sources. Inconsistent results. Missed opportunities. No audit trail. Now? A system that runs while they sleep.

Problem decomposition
Multi-source data integration
AI scoring with explainable decisions
Self-correcting error handling

What used to consume our week now happens overnight.

From Disconnected to Unified
4 tools → 1 system

Four separate business tools that didn't talk to each other. Duplicate data entry. No single source of truth. Integration nightmares. Now? One unified platform with real-time sync.

Systems integration architecture
Bidirectional sync design
Change data capture
Natural language interfaces

We finally have one source of truth.

From Black Box to Explainable
"Trust me" → "Here's why"

AI making decisions nobody could explain. 'The algorithm said so' wasn't good enough for stakeholders or regulators. Now? AI that shows its work. Every decision has reasoning.

Chain-of-thought prompting
Structured reasoning pipelines
Decision factor extraction
Human-in-the-loop design

Now we can actually trust the AI because we can see how it thinks.

From Audit Anxiety to Audit Ready
Zero major findings

Scrambling before every audit. Digging through records for evidence. 'Who approved this?' answered with guesswork. Now? Systems that generate their own evidence automatically.

Compliance by design
Automated evidence capture
Change history tracking
Human-readable audit summaries

The auditors asked for evidence. The system had it ready.

SELECTED WORK

What I've Built

A selection of systems designed for real business operations — ERP platforms, AI automation, compliance systems, and intelligent workflows.

Enterprise Systems

Unified ERP Platform

Replaced 4 disconnected enterprise tools with a single integrated system. Procurement, inventory, sales, production, and finance — all in one place.

ERP
Integration
Real-time Sync
AI Automation

Tender Intelligence System

Automated monitoring of 9 global procurement portals with AI scoring and deduplication. Transformed 20+ hours of manual research into automated daily digests.

AI
Research
Automation
Manufacturing

Production Floor Management

Real-time job order tracking with automated step generation and integrated issue logging. Complete visibility from order to completion.

Production
Tracking
Mobile
Operations

Multi-Warehouse Inventory

End-to-end inventory control across multiple warehouses with guided transfers, automated alerts, and real-time stock visibility.

Inventory
Warehouse
Mobile
AI Automation

Intelligent Sales Order Processing

AI-powered OCR extracts data from customer POs, auto-fills orders, validates against inventory, and triggers fulfillment workflows.

AI
OCR
Sales
Compliance

ISO Quality Management

Complete QMS supporting ISO 9001, 14001, and BA9000. Automated audit trails, NCR tracking, CAPA workflows, and evidence capture.

ISO
Quality
Compliance
Process Management

Tender Lifecycle Orchestration

End-to-end tender process management from opportunity identification to submission tracking. Team collaboration, document control, and deadline management.

Tenders
Collaboration
Workflow
AI Infrastructure

AI Query Engine

Vector search with reranking for natural language database queries. Enables conversational access to complex business data.

AI
Vector Search
NLP
ABOUT
I analyze systems to find underlying logic. I see patterns others miss. I build frameworks in my head before touching any tool.
INTP
5w3
531

I don't code. I design.

The tools are just how I express the logic. The real work happens in understanding the problem — what data exists, how it flows, what decisions need to be made, what could go wrong, what evidence needs to be captured.

I spend more time understanding than building.

Most automation fails because people automate the wrong thing. I ask why before I ask how. That's why my systems work.

Why I'm Different

Business Domain

I learn industries deeply. Regulations. Workflows. Edge cases. The real problems, not textbook ones.

AI Design

I engineer AI to be reliable, not impressive. Explainable decisions. Self-correction. Audit trails.

Compliance Mindset

I think like an auditor while building. Evidence by default. Nothing hidden. Everything traceable.

Most people have one of these. I have all three.
That's why my systems work AND prove they work.

Let's Build Something Intelligent

I'm open to conversations about complex problems, systems design, and AI that actually works.

Leeds, United Kingdom · Open to consulting and full-time opportunities