Co-founder

Lorenzo Caraffini

Enterprise Architect & AWS Cloud Architect | AI Governance

18+ years across software development, enterprise architecture, AWS cloud transformation and AI governance.

Based on Lorenzo Caraffini's supplied HTML resume. Career dates retain the precision of the source; dates for the iKeeLabs role and the engineering degree are not supplied. Assignment durations are stated separately from employment dates.

Profile

Enterprise architect and ESIEE Paris engineering graduate, Lorenzo Caraffini helps integrate artificial intelligence into information systems by aligning business strategy, architecture coherence and risk management. His experience at Generali Italy and Accenture combines information-system transformation, architecture governance and AWS cloud architecture.

At iKeeLabs, he designs multi-agent platforms and RAG solutions with LLM evaluation, data protection and human oversight. His supplied resume lists PECB — ISO/IEC 42001, AIGP and AWS Certified Solutions Architect — Professional certifications, connecting AI governance with implementation from proof of concept to production.

View resume

Roles

5 roles · 2008 – 2026

  1. Co-founder — AI Architecture & Governance

    iKeeLabs

    Dates not supplied

    Design multi-agent platforms and RAG solutions, combining LLM evaluation, data protection and human oversight with AI governance. The resume groups the following assignments under iKeeLabs AI and Agentic AI consultancy.

    Selected projects

    • Sopra Steria

      AI Architect

      14-week assignment. Senior member of an Architecture Committee spanning three engineering organisations, owning the AI platform track and contributing to a multi-year platform strategy for systems serving 300+ enterprise clients and approximately one million transactions per day at 99.95% uptime.

      • Azure Event Hubs
      • Azure AI Content Safety
      • RAG
      • Agentic Workflows
      • LLM Evals
      • Golden Datasets
      • GitHub Copilot
      • Prompt Injection Defence
      • PII Redaction
      • Human-in-the-Loop
      Architecture and delivery
      • Architected a real-time asset-import pipeline using Event Hubs and AI agents for data extraction, validation and enrichment, routing low-confidence records to human review.
      • Established LLM evaluation and release controls: golden datasets, groundedness and citation checks, regression runs, Azure AI Content Safety, prompt-injection defence, PII redaction and human approvals. The resume reports zero compliance incidents.
      • Standardised AI-assisted engineering across 65+ engineers using GitHub Copilot custom agents with GPT and Claude models for planning, implementation, code review, bug fixes and test generation.

    • Alleanza

      Multi-Agent Platform & End-to-End AI PoC Automation

      12-week assignment. Architected a multi-agent platform automating the proof-of-concept lifecycle, from ideation and code generation to cloud deployment and value estimation.

      • LangGraph
      • RAG Pipelines
      • AI Agents
      • Agentic Workflows
      • Multi-Agent Orchestration
      • Evaluation Pipelines
      Architecture and delivery
      • Built evaluation pipelines to benchmark AI features against baselines, identifying and removing RAG components that reduced answer accuracy.
      • Led AI delivery covering agents, knowledge graphs, RAG search, document intelligence, enterprise chat and analytics for financial, government and consumer-brand clients.
      • Established a standard AI PoC architecture and reusable component library to shorten delivery and support reuse through productisation.

    • RevNLabs

      Predictive Pricing & Revenue Intelligence

      Four-month, part-time assignment. Designing an AI-powered revenue-management service for a multi-tenant property-management SaaS, combining demand forecasting, market intelligence and constrained pricing recommendations for short-term rentals.

      • .NET/C#
      • Python
      • LightGBM
      • Azure Machine Learning
      • MLflow
      • Microsoft Foundry
      • Azure OpenAI
      • Azure AI Search
      • PostgreSQL/PostGIS
      • Azure Service Bus
      Architecture and delivery
      • Design data pipelines combining booking history, reservation pace, seasonality, geospatial events and aviation-demand signals; IATA data ingestion is planned.
      • Define a hybrid architecture using Azure Machine Learning and LightGBM for forecasting, with Microsoft Foundry, Azure OpenAI and Azure AI Search for LLM-based event enrichment and RAG decision support.
      • Establish MLOps and GenAIOps controls for temporal backtesting, model versioning, drift monitoring, RAG evaluation and end-to-end tracing.
      • Design a .NET application layer with tenant isolation, pricing guardrails, human oversight and asynchronous, retry-safe rate publication through provider-independent Channex adapters.

  2. Enterprise Architect

    Accenture

     –

    Led target architectures, governance and AWS cloud transformation roadmaps for large enterprises.

    Selected responsibilities(5)
    • Defined target architectures and AWS transformation roadmaps aligned with business priorities and information-system constraints.
    • Assessed application portfolios and defined cloud migration and modernisation strategies through adaptation, redesign or replacement.
    • Designed and reviewed AWS architectures for security, resilience, performance and cost control.
    • Defined cloud governance principles and architecture standards for deployments and exchanges between environments.
    • Supported business, development and operations teams in architecture decisions and cloud adoption.

    EnvironmentAWS, Enterprise Architecture, Cloud Governance, Well-Architected Framework, Microservices, Security & Resilience

  3. Lead Enterprise Architect

    Generali Italy

     –

    Oversaw enterprise-wide architecture coherence, application modernisation and the transition to cloud and hybrid infrastructure.

    Selected responsibilities(5)
    • Coordinated architects and project teams to maintain information-system architecture coherence.
    • Defined roadmaps for application modernisation and infrastructure evolution towards cloud and hybrid environments.
    • Assessed AWS adoption against application needs, security constraints and integration requirements.
    • Defined interconnection principles between existing applications and new cloud services.
    • Led architecture governance through design reviews, technology standards and documented decisions.

    EnvironmentEnterprise Architecture, AWS, Hybrid Architectures, Information-System Modernisation, Governance & Design Reviews

  4. Software Architect

    Generali Group

     –

    Designed modular, robust architectures for enterprise Java applications deployed on Linux.

    Selected responsibilities(4)
    • Designed Java application architectures on Linux with an emphasis on modularity and maintainability.
    • Defined software components, interfaces and application-integration mechanisms.
    • Addressed performance, security and availability requirements from the design stage.
    • Supported development teams through design and code reviews, technical problem-solving and sharing good practices.

    EnvironmentJava EE, Linux, Software Architecture, Modularity, Systems Integration, High Availability

  5. Senior Developer

    AXA Asset Management

     –

    Developed Java applications on Linux, optimised performance and supported production systems.

    Selected responsibilities(4)
    • Developed and maintained Java applications in a Linux environment.
    • Translated functional needs into technical specifications and software components.
    • Implemented tests, corrected defects and optimised performance.
    • Contributed to releases, incident diagnosis and knowledge sharing within the team.

    EnvironmentJava, Linux, Unit & Integration Testing, Performance Tuning, Packaging & Deployment

Education

  • Engineering degree — ESIEE Paris

    General engineering education in computing and systems.

Certifications

  • PECB — ISO/IEC 42001
  • AIGP (Artificial Intelligence Governance Professional)
  • AWS Certified Solutions Architect — Professional