Work

A data platform connecting collection, semantic analysis and labour market monitoring.

• employment and skills monitoring, data platforms, NLP, BI, data engineering
• Docker
• Express
• FastAPI
• NLP

An integrated platform connecting pricing processes, user journeys and customer relationship management.

• business platform, pricing, CRM, API, software architecture
• CI/CD
• Docker
• Node.js
• PostgreSQL

A reusable application foundation for integrating assistants with the knowledge and services of an information system.

• agentic systems, RAG, information system integration, multilingual assistants, modular architecture
• Docker
• FastAPI
• LangChain
• LangGraph

Exploring mobile voice interaction in French and Darija, from speech recognition to conversational journeys.

• Voicebot, French–Darija, Speech-to-Text, voice AI, mobile interaction, PoC
• Machine Learning
• React

Turning programme monitoring into a coherent system for collection, consolidation and management.

• management information system, reporting, Business Intelligence, data integration, workflow
• Node.js
• React

Connecting field operations, resources and stock flows in a maintainable business application.

• intervention management, stock management, business application, process integration, maintenance

Providing mobile access to a structured document collection, with tools to manage it.

• mobile application, document management, specialised content, application architecture, back office
• API

Organising services and content for several audiences in an administrable platform.

• institutional portal, digital services, information architecture, CMS, multilingual

Giving programme participants a shared space to present initiatives and access resources.

• support journeys, community platform, mentoring, e-learning, mobile web

A system for multiple participants connecting vacancies, applications, selection and HR administration.

• recruitment, HR workflows, management system, backend, back office

Unifying simulation journeys, document production and commercial follow-up through application services.

• business platforms, simulation, CRM, API integration, software engineering
• Docker
• Node.js
• PostgreSQL
• REST API

Organising beneficiary follow-up, activities and administrative management in a single business system.

• business information system, integrated management, workflow, reporting, back office
• Docker
• Node.js
• React

Making academic services accessible on mobile through APIs and existing management data.

• academic services, mobile application, API, application integration, digital services
• Node.js
• REST API

Making services and information easier to access through conversational interaction and guided journeys.

• institutional assistant, multilingual AI, user journeys, RAG, knowledge management
• FastAPI
• LangChain
• LangGraph
• Qdrant

Connecting natural language and structured data while keeping control of queries and results.

• Text-to-SQL, agentic engineering, data access, evaluation, decision support
• FastAPI
• LangChain
• LangGraph
• Langfuse

From heterogeneous documents to profile search based on extraction, structuring and business relevance.

• Document Intelligence, OCR, semantic search, structured extraction, matching
• Docker
• FastAPI
• PaddleOCR
• Qdrant

A business application designed to connect internal processes, their data and operational follow-up.

• business information system, integrated management, workflow, data migration, back office
• API

A digital environment bringing together information, learning resources and collaborative services.

• institutional portal, e-learning, collaboration, content management

Connecting commercial journeys, multilingual content and customer relationship management in an operational platform.

• e-commerce, CRM, multilingual, application integration, web engineering
• WordPress

Three complementary approaches — explainable rules, predictive models and forecasting — supporting operational decisions.

• scoring, decision support, Machine Learning, forecasting, MLOps
• Docker
• FastAPI
• MLflow
• Pandas

Structuring data and analysis to monitor changes in employment and anticipate skills needs.

• foresight, employment and skills, linguistic processing, monitoring, business intelligence
• Business Intelligence
• Machine Learning
• NLP