Freelancer profile translated to English.

Description

Do you have a critical technical challenge or want to integrate AI into your business? I can assist you as an on-demand CTO to structure, automate, and accelerate your growth with artificial intelligence.

15+ years of tech experience | 8 years CTO | 2 startups founded (€1.3M revenue)

20+ B2B SaaS, e-commerce, and marketplace startups supported

Expert in production B2B SaaS and AI: LLM, RAG, fine-tuning, intelligent agents (Agentic AI)

The problems you might be facing:

- Unstable infrastructure → repeated incidents, exploding costs (reduced infra costs by 60%, incidents from 1/month to <1/year)

- Inefficient organization → loss of velocity, burnout (productivity +30-50% via AI automation, OKRs, leadership)

- AI lag → competition advancing, missed automation (+80% AI projects in production)

- Short-term growth → hindered by technical debt (backend performance x250)

This is where I step in as an AI-First CTO: I align technology, AI strategy, leadership, and business for automated and scalable growth.

Companies supported:

🚀 B2B SaaS & E-commerce Startups: AI integration, scalable architecture, process automation

🏢 Post-funding Scale-ups: AI transformation, data integration, technical organization

🔧 SME Digital Transformation: Cloud modernization, generative AI adoption

⚡ Companies in technical crisis: Infrastructure recovery, performance optimization

Common missions:

🤖 AI Transformation: LLM implementation, RAG, fine-tuning, intelligent agents

🔍 Technical & AI Audit: Infrastructure assessment, automation potential

⚙️ Architecture & Performance: Scalability optimization, serverless migration

🚀 CTO Leadership: Structuring B2B SaaS tech teams, recruitment, coaching

💼 Transition CTO: Critical phases, technical due diligence

Technologies: Python, TypeScript, Node.js, LangChain, LangGraph, AWS, Serverless, Microservices

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📩 Contact me for a quote.

PS: I'm very responsive!

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Portuguese
Conversational
Spanish
Conversational

Workplace preferences

Remote only

Primarily works remotely

MyLegiTech
Interim CTO
September 2025 - Today (9 months)
French leader in CLM (2,000+ clients), in a post-merger context of ImmoSign × Séraphin.legal, with a departing CTO and fragile management ↔ tech trust.

Tasks
Ensure handover with the former CTO and guarantee operational continuity.
Audit the architecture of existing products and manage the post-M&A replatforming.
Restructure the delivery process and restore the management ↔ tech relationship.

Actions
Structured handover with the outgoing CTO: transfer of critical context, mapping of risks and dependencies.
Complete architecture review of ImmoSign & Séraphin.legal products, identifying synergies and technical debt.
Management of replatforming to unify the technological base following the merger.
Redesign of the delivery process: cadence, rituals, monitoring metrics, business-aligned prioritization.
Implementation of automation and AI processes and tools to enhance team productivity.
Improvement of operations: monitoring, incident management, customer feedback loop.

Results
+60% predictability in delivery
x2 productivity thanks to automation and AI
Net improvement in customer satisfaction for operations
Restored trust between management and the tech department
Marjory
CTO
SOFTWARE PUBLISHING
February 2023 - February 2025 (2 years)
Paris, France
A data integration SaaS platform aimed to drastically reduce its operational costs and improve its scalability, while remaining compliant with security standards and GDPR.

Tasks
Define the technological and product strategy to support growth.
Lead multidisciplinary technical teams (developers, DevOps, data).
Ensure GDPR compliance and overall infrastructure security.

Actions
Implementation of an AI strategy
Redesign of the architecture to make it more robust and elastic (cloud optimization, reduction of technical debt).
Implementation of DevOps best practices (CI/CD, monitoring, alerting) to stabilize deployments and reduce incidents.
Team leadership through a clear roadmap (priorities, sprints) to align tech and product with business objectives.
Strengthening security (internal audits, awareness) and formalizing GDPR processes.

Results
-50% operational costs, including -60% on infrastructure, representing a reduction of over €13k in the AWS bill
- Improved productivity (30 to 50% depending on the teams) and organizational predictability (+77%)
- Significant decrease in production incidents: 1 per month on average down to 1 per year
- 30% reduction in average incident resolution time
- Established GDPR compliance and preparation for SOC2 certification
- Delivery of an AI feature on the product (OpenAI model with fine-tuning)
- Creation of an internal AI agent with RAG, used to double the productivity of connector teams
CI/CD Amazon Web Services Artificial Intelligence Cross-functional Team Leadership Product Management
BeeForYou
CTO / Co-founder
DIGITAL AND IT
March 2018 - February 2023 (4 years and 11 months)
Lille, France
I co-founded BeeForYou, a consulting company specializing in supporting tech startups.

Tasks
Business development
Team recruitment and training
Fractional CTO services for our clients
Actions
Implementation of adapted organizations (roadmap, roles, methodologies)
Automation of processes and CI/CD integration
Supporting our clients with their technology choices
Development of a scalable offering to maximize impact
Results
€1.3M in revenue generated through a targeted and effective approach
20+ developers trained and operational on complex projects
25+ startups supported