Data-Uni is built around Meng Li — a data engineer certified across Google Cloud and Microsoft Azure, with 15+ years of enterprise experience spanning Google Cloud, AWS, and Azure at the intersection of cloud data engineering and digital marketing analytics for global enterprise brands. Data-Uni brings that same rigor to growing teams, directly.
Based in Paris, France, Data-Uni works in-office with local clients and fully remote with teams anywhere in the world.
Your data platform shouldn't become another expensive project that's difficult to maintain.
At Data-Uni, we combine over 15 years of enterprise data engineering experience with the agility of an independent consultancy. We've built cloud data platforms for global brands, and now bring the same expertise to startups, scale-ups, and established businesses looking to turn their data into a competitive advantage.
Whether you need a modern data warehouse, marketing data integration, machine learning pipelines, or executive dashboards, we deliver solutions that are reliable, scalable, and built around your business goals — not unnecessary complexity.
Large consultancies deliver capable solutions — but they often come with high costs, multiple layers of communication, and lengthy delivery cycles.
Data-Uni offers the same engineering expertise used by global organisations while providing the flexibility, speed, and direct collaboration of a specialist partner. You benefit from enterprise-quality architecture without paying for a large consulting team.
Modern data platforms involve many moving parts:
Many consultants specialise in only one of these areas, leaving clients to coordinate multiple vendors and manage complex handoffs.
Data-Uni designs and delivers the complete platform, ensuring every component works together from day one. One partner. One architecture. One point of accountability.
Choosing the right cloud platform shouldn't depend on a consultant's preferred vendor.
With professional certifications across Google Cloud and Microsoft Azure — including Cloud Architect and Machine Learning specialisations — plus hands-on delivery experience on AWS, we recommend technologies based on your requirements, existing infrastructure, budget, and long-term goals.
Whether you're building a new platform or modernising an existing one, you'll receive practical, unbiased recommendations designed around your business.
Collecting marketing data is easy. Turning it into reliable business intelligence is much harder.
Data-Uni has extensive experience building pipelines for:
This unique combination of marketing technology and data engineering expertise means your analytics platform is designed around the questions your business actually needs answered — not simply around moving data from one system to another.
Your data platform should support where your business is going, not just where it is today.
Having designed Customer Data Platforms and cloud data warehouses for internationally recognised brands, we build architectures that can grow alongside your business — handling increasing data volumes, additional integrations, and more advanced analytics without requiring a complete redesign.
Scalability is considered from the beginning, not added as an afterthought.
When you work with Data-Uni, you communicate directly with the person designing and building your solution.
There are no account managers translating requirements, no project coordinators slowing communication, and no unnecessary approval chains.
Questions are answered quickly, decisions happen faster, and projects move forward efficiently from discovery through deployment.
Technology should solve business problems — not create new ones.
We focus on delivering solutions that are maintainable, cost-effective, and aligned with your team's capabilities. Rather than introducing unnecessary tools or complexity, we recommend the simplest architecture that meets your current needs while providing room for future growth.
The result is a platform your team can understand, operate, and confidently build upon.
Launching a data platform is only the beginning.
As your business evolves, new systems, reporting requirements, and analytics opportunities emerge. Data-Uni provides ongoing support, enhancements, and strategic guidance to ensure your platform continues delivering value as your organisation grows.
We're invested in building lasting partnerships — not just completing projects.
Choosing the right data partner is about more than technical skills. It's about working with someone who understands both the engineering challenges and the business decisions that data supports.
At Data-Uni, you'll work with an experienced data engineer who has delivered enterprise-scale solutions across cloud platforms, marketing technologies, customer data platforms, and analytics ecosystems — bringing that expertise to businesses of every size with a practical, collaborative approach.
Enterprise-quality data engineering. Independent consultancy. Solutions built to scale.
Earned and applied on real projects — listed here for transparency now that they've lapsed.
Unifying online and offline customer data without diluting the brand experience.
Connecting POS, e-commerce, and marketing data into one view of demand.
Structuring policy and claims data for reliable reporting.
Connecting subscriber, engagement, and content data into a single view of readership.
Connecting tenant, footfall, and loyalty data for a real view of demand across properties.
Tell us about your project and we'll get back to you within one business day.
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