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chardevs

AI & Data

Machine Learning & Data

AI is only as good as the data behind it. We build data platforms, dashboards and machine learning models that turn raw data into forecasts, insights and automation.

Capabilities

What we deliver

Data pipelines, analytics and predictive models that inform better decisions.

Data engineering

Reliable pipelines and warehouses that unify your data.

Business intelligence

Dashboards that give leaders a single source of truth.

Predictive analytics

Forecast demand, churn and revenue with machine learning.

Computer vision

Image recognition, OCR and visual quality inspection.

Recommendation systems

Personalized products, content and offers.

MLOps

Deploy, monitor and retrain models in production.

What's included

Every engagement comes with clear, tangible deliverables you own.

  • Data audit and architecture
  • ETL/ELT pipelines and data warehouse
  • Dashboards and reporting
  • Trained and validated models
  • Model serving and monitoring
  • Documentation and team training

Technologies we use

  • Python
  • PyTorch
  • scikit-learn
  • dbt
  • Airflow
  • BigQuery
  • Power BI

How we work

From first call to launch, without the guesswork

A proven, transparent process with clear milestones, weekly visibility and working software every two weeks.

Start with a discovery call
  1. 01

    Week 0–1

    Discovery & strategy

    Workshops to align on goals, users and constraints. You leave with a clear scope, roadmap and fixed quote.

  2. 02

    Week 1–3

    UX & UI design

    Wireframes, interactive prototypes and polished visual design, validated with you before a line of code.

  3. 03

    2-week sprints

    Agile development

    Iterative delivery with a live demo every sprint, peer-reviewed code and automated tests from day one.

  4. 04

    Release

    QA & launch

    Functional, performance and security testing, then a monitored, zero-drama production launch.

  5. 05

    Ongoing

    Support & growth

    Monitoring, maintenance, analytics and new features, so your product keeps getting better after launch.

Engagement models

Flexible ways to work together

Choose the model that fits your goals, timeline and budget, and switch as your needs evolve.

Fixed-price project

A defined scope, timeline and price. Ideal when requirements are clear and budget certainty matters.

Best for: Websites, MVPs, well-defined products

Dedicated team

A cross-functional team of product, design, development and QA working exclusively on your roadmap.

Best for: Long-term products and platforms

Team augmentation

Specialists who join your existing team to add capacity or expertise in AI, cloud, mobile and more.

Best for: Scaling in-house teams quickly

FAQ

Machine Learning & Data FAQ

Can't find what you're looking for? Our team is happy to help.

Ask us anything
We have messy data. Can you still help?

Almost every project starts that way. We assess, clean and structure your data first, so models and dashboards are built on a trustworthy foundation.

How do you measure model success?

We agree on business metrics up front, such as forecast accuracy or hours saved, and report against them before and after launch.

Let's build what's next, together.

Tell us about your project. We'll reply within 24 hours with expert advice, a clear plan and a transparent quote.