Mark Colquhoun · Systems builder

Operational judgement. Technical delivery.

I turn operational problems into working software across React, TypeScript, JavaScript, Node, Python and Astro. My strength is combining first-hand operations experience with AI-accelerated delivery, code-level problem solving and responsibility for the behaviour that reaches the user.

Open to employment, contract work and scoped collaboration · local, hybrid or UK remote

15+years across operations, leadership, compliance and technical field work
30people led in high-volume working environments
5substantial working demonstrations available to inspect

Working evidence

Inspect the applications, not a list of claims.

Five public builds expose navigation, state, rules and failure boundaries using fictional or anonymised data.

01 / Modular platform

Workbench

React application shell with installable modules, shared values, cross-module actions, browser persistence, isolated module failures and configurable deployment branding.

Open Workbench
02 / Operations product

Health & Safety Operations

Role-aware reporting, triage, investigation, corrective action, routing, organisation administration and append-only audit behaviour across a substantial fictional demo.

Open Safety demo
03 / Real-world reconstruction

Fieldwork Tracker

Offline-first pay-per-task tracking with period views, completion and earnings analysis, bulk entry, portability and an optional team-comparison model. Public data is entirely fictional.

Open Tracker
04 / Controlled AI

AI Enquiry Workflow

An interactive demonstration of bounded intake, context retrieval, evidence-linked drafting, explicit human approval and retained audit events.

Run workflow
05 / Web product design

Website Transformation

Interactive before-and-after service website showing how clearer content, responsive structure, accessibility and a useful enquiry journey improve a weak customer experience.

Compare websites

Where I fit

Builder, operator and technical translator.

Best suited to internal tools, automation, operational technology, technical implementation or product work where understanding the process matters as much as producing code.

01

Operational systems thinking

I recognise duplicated entry, unclear ownership, weak hand-offs and reports that arrive too late because I have dealt with those problems inside live operations—not only as software requirements.

02

AI-accelerated software delivery

I use AI development tools to move quickly while retaining control of architecture, product decisions and verification. I understand my codebases and write, replace or correct code when generated output is wrong.

03

Clear, practical communication

I can move between the people doing the work and the technical detail underneath it. I am comfortable diagnosing an unfamiliar system, explaining trade-offs and turning a broad need into a testable working slice.

Relevant background

Systems sense built through real constraints.

The named employment history belongs in the CV. The practical thread is simple: production, food and drink operations, warehousing, safety records, shift leadership and technical field service all taught me where tools fail the people using them.

01

Operations and leadership

Shift planning, task delegation, compliance, stock, quality, dispatch, performance and financial reconciliation in fast-moving environments.

First-hand understanding of adoption and hand-off problems
02

Technical field diagnosis

Independent workload planning, fibre fault investigation, measured evidence, customer communication and audit-ready completion records.

Comfortable working from symptoms to verified cause
03

Independent software delivery

Self-directed codebases spanning frontend, backend, local data, AI orchestration, workflow policy, browser persistence, APIs and deployment tooling. I interrogate, test and correct the implementation rather than accepting generated output because it runs.

AI accelerates the work; product and technical responsibility stay with me

Hiring or collaboration

Send the role, problem or brief.

Email is the best first contact. I am based in Hopeman, Moray and open to employment, contract work or scoped collaboration across suitable local, hybrid and remote opportunities.

mark-colquhoun@hotmail.co.uk

Documents and evidence

01Full employment history, education and current development in the web CV.
02Two-page PDF version ready to save, print or pass to a hiring manager.
03Interactive demonstrations available without accounts or private data.