We turn
data into
decisions

Strategy, engineering, and bespoke software for organisations that refuse to guess.

Work with us
10+
Major
engagements
£250k+
Annual savings
delivered
15+
Analysts
trained
50+
Reports
created
10+
Years of
experience
6+
Pro bono projects
internationally
We don't do
dashboards
for the sake
of dashboards.

Most data projects fail because they optimise for tooling instead of thinking. We start with the question your business actually needs answered, then build the shortest path to a trustworthy answer.

No theatre. No vanity metrics. Infrastructure and insight that compounds.

Depth across disciplines
01Data Analysis
Analytics & Insight10+ yrs
Power BIDAXSQLMicrosoft FabricData ModellingPySparkSpark SQLPower QueryCrystal Reports
Databases8+ yrs
SQL ServerAzure SQLMariaDBDataverseStored ProceduresViews & TriggersData Quality EngineeringGoogle BigQuery
02System Design
Data Platform & Architecture4+ yrs
Microsoft FabricAzure Data FactoryLakehouse & WarehouseMedallion ArchitectureETL / ELTData GovernanceRow & Column SecurityDirectLakeDataflow Gen2API Integration
Enterprise Systems5+ yrs
Dynamics 365SAPSharePointSageInfor SytelineERP Integration
03Bespoke Development
Software Engineering6+ yrs
C# / .NET 10Blazor WASMASP.NET CoreSignalRDapperREST APIsHTML / CSS / JSTailwind CSSPythonApplication Security
DevOps & Infrastructure5+ yrs
GitAzure DevOpsCI / CDLinux DeploymentCaddyWindows Server
04Delivery & Leadership
Project & People7+ yrs
Stakeholder ManagementTraining & MentoringAgile / ScrumJiraAsanaData StrategyRequirements GatheringRapid Prototyping
DP-600
Fabric Analytics Engineer
2025
PL-300
Power BI Data Analyst
Renewed 2025
MTA
Windows Server & Networking
2016
C&G L3
ICT Professional Competence
2016
A small experiment
Connect the dots in order
:)
Data
Oxford Instruments
Dec 2025 — Present
Production-grade Microsoft Fabric platform for a £300m+ manufacturer.
Read

Built ingestion pipelines from Infor Syteline and SAP Cloud, transformed data using PySpark in a medallion architecture shaped around how the business actually works. Includes a configurable data quality engine with per-rule, per-column validation.

Semantic model uses DirectLake with complex row and column level security and advanced DAX analytics. Trained five analysts and department heads so the platform outlasts the engagement.

Microsoft FabricPySparkDAXPower BIDirectLakeSAPSQL ServerPython
Software
Mithliha
Sep 2025 — Present · Pro Bono
Memory and word-guessing game rooted in classical Arabic texts.
Read

Players engage with vocabulary and passages through timed challenges, progressive difficulty, and retention-focused mechanics. Designed to make learning Arabic accessible and engaging, with careful attention to text accuracy and pedagogical sequencing.

Blazor WASMASP.NET CoreMariaDBTailwind CSSCaddyLinux
Software
Coleman Community
colemancommunity.co.uk
Sep 2024 — Present · Pro Bono
Full-stack website for a community centre with 1,000+ monthly users.
Read

Built from scratch using Blazor WebAssembly with an ASP.NET Core API backend. Handles event listings, community information, and contact management. Hosted on Linux with Caddy, backed by MariaDB.

Blazor WASMASP.NET CoreMariaDBTailwind CSSCaddyLinux
Software
The Daily Charity
alpha.thedailycharity.com
Apr 2020 — Present · Pro Bono
Privacy-first donation platform with real-time messaging via SignalR.
Read

People donate things they don't need to people who do, from appliances to clothes. Uses SignalR for real-time chat between donors and recipients. No tracking, no unnecessary data collection. Maintained continuously since 2020.

Blazor WASMASP.NET CoreSignalRMariaDBTailwind CSSCaddyLinux
Software
The Useful Quiz
theusefulquiz.com
2026 · Pro Bono
2,000+ question quiz platform across 19 topics, built as a zero-dependency SPA.
Read

Questions are categorised, randomised, and scored in real time. Built as a lightweight single-page application with no framework overhead. Focus on speed, simplicity, and accessibility.

HTMLCSSJavaScriptSPACaddyLinux
Data
Cutwel Engineering
Oct 2025
Executive Board Pack suite covering commercial, financial, and sales analytics.
Read

Built Power BI reports with calculation groups, dynamic format strings, and contemporary UX. Scope covered revenue, GP, AOV, and units by team and segment, alongside full P&L, cash flow, balance sheet, and covenant tracking. Rolling LTM analysis and per-rep appendices.

Power BIDAXDataflowsCalculation GroupsData Modelling
Data
London Air Ambulance
Sep 2025
Rebuilt reporting and stabilised ADF pipelines during Dynamics 365 migration.
Read

Troubleshot and stabilised failing Azure Data Factory pipelines. Rebuilt the reporting layer to give the team reliable visibility into operational and fundraising data post-migration.

Power BIAzure Data FactoryDynamics 365DAXDataflows
Software
Amal Quaryaty
2025 · Pro Bono
Website for a Moroccan charity supporting 2,000+ people across 20+ villages.
Read

The charity runs solar panel installations, borewell water projects, Atlas Mountains food distribution, and women empowerment initiatives for 70+ women. Built to increase donation revenue with newsletter subscriptions, project showcases, and impact metrics.

Blazor WASMASP.NET CoreMariaDBTailwind CSSCaddyLinux
Data
Royal National Institute for Deaf People
Oct 2024
SQL datasets for CRM migration and campaign automation under strict deadlines.
Read

Multi-stage pipeline pulling from Dynamics 365, through DAX Studio exports and MariaDB for SQL transformations, recombining with SharePoint sources to produce campaign-ready datasets with consent fields. Built Power BI dashboards and data quality checks.

SQLMariaDBPower BIDAX StudioDynamics 365SharePoint
Data
Villa Plus
Jun 2024 — Jan 2026
Fabric solution unifying BigQuery and warehouse data, saving £100k+ annually.
Read

Power BI reports against billions of rows spanning purchases, funnels, regional breakdowns, and marketing spend. Second report covered occupancy, revenue, and booking behaviour. Trained five junior analysts in SQL, data analysis, and Power BI.

Microsoft FabricPower BIBigQueryPySparkT-SQLDAXRow-Level Security
Software
Madrasah Rahimiyah
madrasahrahimiyah.co.uk
2024 · Pro Bono
Student application and enrolment website for a local educational charity.
Read

Public-facing landing page with a structured application system. Built to be maintainable by non-technical staff, with clean form validation and a simple admin workflow for reviewing submissions.

Blazor WASMASP.NET CoreMariaDBTailwind CSSCaddyLinux
Data
Chartered Institute of Export
Sep 2023 — Sep 2024
Rescued an over-budget migration from YourMembership to Dynamics 365.
Read

Built Azure Data Factory pipelines processing CSV exports into Dataverse. Months of cleansing, deduplication using Power BI, Airtable, SQL, and C#. Elevated data quality by 90%. Led hypercare, then built cross-departmental reporting suites.

Azure Data FactoryDynamics 365Power BISQLC#Dataverse
Data
Care Dorset
Jun 2023 — Jun 2024
Reporting across 15+ care sites where the harder work was cultural, not technical.
Read

Trained junior analysts in Power BI, SQL, and data system design. Delivered strategies through a major restructure. Over a dozen reports freed care staff to spend time on residents. Built a .NET API replacing a two-week manual process.

Power BISQLDAX.NET APIData StrategyTraining
Let's build
something worth
measuring.
Start a conversation

No pitch decks. No pressure. Two teams working out if there's a fit.