Data engineering · Applied AI · Innovation

Data that turns into decisions.

I design and build data platforms, consolidate heterogeneous sources and apply traceable AI for public administrations and companies. I speak the language of technical teams and of the people who make the decisions.

15+years building data platforms
GCP · AWS · Azuremulti-cloud, no vendor lock-in
Data → AIfrom integration to AI in production
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Capabilities

Technical and product capabilities for R&D&I projects, pilots and public procurement of innovation, focused on open, interoperable and auditable solutions.

From business need to data product

I don’t stop at the technical side: I translate the needs of business and public-service teams into data products people actually use. I work with users and decision-makers to prioritise, agree on indicators and goals, manage the backlog and explain results in language everyone understands.

  • Data product ownership
  • Requirements
  • Prioritisation
  • KPIs
  • Communication

Data platforms

Lakehouse architectures and ELT pipelines on GCP, AWS and Azure. Data quality, governance and cataloguing from day one.

  • Lakehouse
  • ELT
  • Databricks
  • BigQuery
  • Data governance

Analytics consolidation

Unifying data from multiple digital analytics providers into a corporate platform: one model, consistent metrics and reliable dashboards.

  • Piwik PRO
  • Segment
  • GA4
  • Dashboards
  • KPIs

Applied, traceable AI

AI-generated reports and documents, RAG over your own documentation and agents — always with human validation, traceability and EU AI Act compliance.

  • LLM
  • RAG
  • Agents
  • Human-in-the-loop
  • AI Act

Physical-world data

Sensor networks and monitoring (energy, indoor climate, space usage) connected to data platforms that produce actionable recommendations.

  • IoT
  • LoRa
  • MQTT
  • Raspberry Pi
  • ESP32

Innovation & pilots

Fast proofs of concept and pilots for open innovation challenges and public procurement of innovation, from idea to working prototype.

  • CPI
  • PoC
  • Pilots
  • R&D
Complementary line

Digital signage

Professional displays for hotels and venues: integration, data-driven dynamic content and LED installations.

  • Philips PPDS
  • Hospitality TV
  • LED
  • Dynamic content
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Projects

A selection of recent work.

Public sector · Data platform

Analytics providers consolidation

Integration of data from several digital analytics providers into a regional government's cross-departmental data platform, with a common model and analytical exploitation.

Real estate portals · Analytics

Pipelines and analytics for portals

ELT platforms, product and marketing analytics (Piwik PRO, Segment) and dashboards for high-traffic real estate portals.

Energy · IoT

Real-time energy monitoring

A network of meters and LoRa links on Raspberry Pi to monitor a temporary power grid at a large event, with real-time dashboards.

Hospitality · Digital signage

Professional displays and LED installations

Integration of professional hotel displays and an 80-metre networked LED installation with dynamic content.

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Approach

Scoped projects, verifiable deliverables and no black boxes.

Diagnosis

Understand the challenge, existing data sources and the indicators that matter.

Prototype

A working proof of concept in weeks, with real data.

Pilot

Controlled deployment, impact measurement and tuning with users.

Scale

Industrialisation, documentation, knowledge transfer and guaranteed reversibility.

Usual stack

PythonSQLSparkDatabricksBigQueryAWSAzureGCPStreamSetsdbtPiwik PROSegmentLLMs · RAGMQTT · LoRaWLED · DDPTouchDesigner

Have a data or innovation challenge?

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