We build the software, and make sense of the data behind it.

Mabtrix designs and builds web applications and turns business data into dashboards, insights and forecasts, so growing companies can run better and decide faster.

9+ years
Combined Software & Data Experience
Multi-Sector
Healthcare, Supply Chain & Retail
End-to-End
From Database to Dashboard
Full-Stack + Data
.NET · Angular · Python · Power BI

About Mabtrix

A note from our founder

Mashal Shakeel
Mashal ShakeelFounder & Data Scientist
“Every business is already sitting on answers. My job is to help you find them, and then build the tools that put them to work.”

I started Mabtrix because I kept seeing the same thing: small and growing businesses collecting data every day, in sales sheets, systems and spreadsheets, yet still making big decisions on gut feeling, because nobody had the time to turn that data into something clear.

Over the past four years, as a freelance analyst for small businesses, a data scientist on loan analytics and an operations analyst, I have seen how much changes when a team finally has one honest dashboard or a forecast it can trust.

Mabtrix brings that together with solid engineering, so insight does not stay stuck in a report. It becomes a dashboard, a model or a web application your team uses every day. We keep the team small and senior, explain everything in plain language, and care about results more than buzzwords.

Mashal

What drives us

  • Curiosity first

    We ask why before we build.

  • Clarity over complexity

    Plain language, simple tools.

  • Measurable results

    Every project moves a number.

  • Ownership, end to end

    Same people, first call to launch.

Services

What we can do for you

From a new web application to a dashboard or a forecasting model, we take on focused projects and see them through to launch.

Web development

Web application development

Custom web applications, portals and admin systems built with .NET and Angular, from first design to production.

  • Responsive Angular front end
  • ASP.NET Core APIs & SQL Server
  • Deployment to Azure or AWS
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Web development

Performance & modernisation

Speed up, upgrade or take over an existing .NET or Angular application, without starting from scratch.

  • SQL Server performance tuning
  • Framework & version upgrades
  • Bug fixing & ongoing support
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Data & analytics

Data analysis & dashboards

Clean and analyse your business data, then turn it into clear dashboards and reports your team will actually use.

  • Data cleaning & analysis
  • Power BI / Excel dashboards
  • Automated reporting
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Data & analytics

Forecasting & predictive models

Forecast sales, predict churn or classify data with models that are tested properly and explained in plain language.

  • Sales & demand forecasts
  • Model evaluation & reports
  • Python notebooks
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Web + data

Data-driven web products

Put analytics and models inside a real application: dashboards, APIs and admin tools, designed and built by both of us.

  • Analytics built into your app
  • Model-backed APIs
  • One team, end to end
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Web + data

Consulting & technical advice

Not sure what you need yet? We can review your idea, codebase or data and recommend the simplest path forward.

  • Project scoping & estimates
  • Code or data review
  • Architecture advice
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How we work

A simple, transparent process

  1. 01

    Discover

    A short call to understand your goals, users, data and constraints.

  2. 02

    Plan

    A clear scope, timeline and fixed or estimated price, agreed before any work starts.

  3. 03

    Build

    Regular updates and demos so you see progress and can steer as we go.

  4. 04

    Launch & support

    Deployment, handover and documentation, plus support once you are live.

Selected work

Experience you can build on

A selection of projects our team has delivered for employers and clients.

Web developmentSupply chain

Supply-chain B2B platform

Challenge
An enterprise integration platform slowed down under high-volume transactional workloads.
What we did
Query rewrites, indexing and schema optimisation, alongside new .NET Core APIs, Angular features and automated AWS releases.

Critical query 13 s → 2.5 s (~80% faster)

  • .NET Core
  • Angular
  • SQL Server
  • AWS
Web developmentHealthcare

Healthcare platform modules

Challenge
Clinical and operational teams needed faster workflows on a high-volume healthcare platform.
What we did
New ASP.NET Core and Angular modules, secure third-party healthcare integrations and production performance fixes.
  • ASP.NET Core
  • Angular
  • SQL Server
Data & analyticsFinance

Loan portfolio dashboard

Challenge
Loan data had to be analysed to understand portfolio performance and risk.
What we did
Data cleaning and analysis in Python, presented as an interactive dashboard.
  • Python
  • Pandas
  • Dashboard
Data & analyticsSmall business

Small-business growth analysis

Challenge
Owners wanted to know what really drives their revenue and where to grow.
What we did
Sales and operations analysis with clear KPIs and practical growth recommendations.
  • Python
  • Excel
  • Power BI

Industries we work with

Healthcare

Clinical and operational systems, secure integrations and reporting.

Supply chain & logistics

B2B platforms, integrations and high-volume transactional systems.

Retail

Retail management systems, sales reporting and demand forecasting.

Small & growing businesses

Dashboards, KPIs and web tools that help you see and grow the business.

Start a project

Let's build something together

Tell us what you need: a new web app, a dashboard, a forecast, or help with something that already exists. We will reply with questions, next steps and a rough estimate.

  • Free first consultation
  • Clear scope and price before work starts
  • A senior team, with no hand-offs
Based in
Lahore, Pakistan

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