Lausanne · IA · infra sécurisée · formation continue

IA appliquée / Angewandte KI / IA applicata / Applied AI Systèmes critiques / Kritische Systeme / Sistemi critici / Critical Systems

Mandats senior depuis Lausanne: LLM utiles, infra durcie, audits cyber, formation continue. Pas de poudre aux yeux. Du code, des risques traités, des équipes autonomes.

Senior-Mandate aus Lausanne: nützliche LLMs, gehärtete Infra, Cyber-Audits, Weiterbildung. Kein Theater. Code, reduzierte Risiken, autonome Teams.

Mandati senior da Losanna: LLM utili, infra robusta, audit cyber, formazione continua. Niente scena. Codice, rischi trattati, team autonomi.

Senior work from Lausanne: useful LLMs, hardened infra, cyber audits, technical training. No theater. Code, reduced risk, autonomous teams.

10+ ans en systèmes de production / Jahre Produktion / anni produzione / years production
25+ formations livrées / Schulungen / corsi / trainings
GF(2^16) bas niveau / Low-Level / basso livello / low-level
LLM agents, RAG, évaluation / Bewertung / valutazione / evaluation

Offre

Mandats / Mandate / Mandati / Engagements

Ingénieur Mines, CTO terrain, builder full-stack, formateur et recruteur technique.

Mines-Ingenieur, Hands-on CTO, Full-Stack-Builder, Trainer und technischer Recruiter.

Ingegnere Mines, CTO operativo, builder full-stack, formatore e recruiter tecnico.

Mines engineer, hands-on CTO, full-stack builder, trainer, and technical recruiter.

01

IA produit / Produkt-KI / IA prodotto / Product AI

RAG qui cite, agents testés, evals avant démo. LLM dans la valeur, pas dans le vernis.

RAG mit Quellen, getestete Agenten, Evals vor der Demo. LLM als Wert, nicht als Lack.

RAG con fonti, agenti testati, eval prima della demo. LLM nel valore, non nella vernice.

Citing RAG, tested agents, evals before demos. LLMs in the value, not the varnish.

RAG agents evals local LLM

02

Infra sûre / Sichere Infra / Infra sicura / Secure Infra

Nix, sops, Terraform, WireGuard. Ports fermés, secrets propres, reprises documentées.

Nix, sops, Terraform, WireGuard. Geschlossene Ports, saubere Secrets, dokumentierte Recovery.

Nix, sops, Terraform, WireGuard. Porte chiuse, segreti puliti, recovery documentata.

Nix, sops, Terraform, WireGuard. Closed ports, clean secrets, documented recovery.

Nix Terraform WireGuard sops

03

Logiciel ouvert / Open Source / Open source / Open Source

Tauri/Rust, Zammad/Rails, Django/React. Extension de vrais systèmes, pas seulement greenfield.

Tauri/Rust, Zammad/Rails, Django/React. Echte Systeme erweitern, nicht nur Greenfield.

Tauri/Rust, Zammad/Rails, Django/React. Estendere sistemi reali, non solo greenfield.

Tauri/Rust, Zammad/Rails, Django/React. Extending real systems, not just greenfield.

Rust Tauri Rails Zammad

04

Bas niveau / Low-Level / Basso livello / Low-Level

Implémentation C de stockage redondant: zfec adapté de GF(2^8) vers GF(2^16).

C-Implementierung für redundanten Speicher: zfec von GF(2^8) auf GF(2^16) angepasst.

Implementazione C di storage ridondante: zfec adattato da GF(2^8) a GF(2^16).

C implementation of redundant storage: zfec adapted from GF(2^8) to GF(2^16).

C GF(2^16) storage resilience

05

Audit cyber / Cyber-Audit / Audit cyber / Cyber Audit

Audits sécurité, formations cyber, Ethereum/Argent, modèles de menace et fail-safe actifs sensibles.

Security Audits, Cyber-Training, Ethereum/Argent, Threat Models und Fail-Safe für sensible Assets.

Audit sicurezza, formazione cyber, Ethereum/Argent, threat model e fail-safe per asset sensibili.

Security audits, cyber training, Ethereum/Argent, threat models, and fail-safes for sensitive assets.

threat model crypto Ethereum training

06

Équipes / Teams / Squadre / Teams

Commercial, partenariats écoles, recrutement, coach agile. Déjà passé de 5 à 15 consultants en mission.

Business Development, Hochschulpartnerschaften, Recruiting, Agile Coaching. Von 5 auf 15 Consultants im Einsatz.

Business development, partnership scuole, recruiting, coaching agile. Da 5 a 15 consulenti in missione.

Business development, school partnerships, recruiting, agile coaching. Grew deployed consultants from 5 to 15.

CTO recrutement training delivery

Trajectoire

Preuves / Belege / Prove / Proof

Des preuves courtes: production, sécurité, data, recrutement, formation.

Kurze Belege: Produktion, Sicherheit, Data, Recruiting, Training.

Prove rapide: produzione, sicurezza, dati, recruiting, formazione.

Short proof: production, security, data, recruiting, training.

Mines Saint-Étienne · ICM

Ingénieur / Ingenieur / Ingegnere / Engineer

Généraliste, puis IT/Data Science, avec cursus en Chine en ITS, sécurité et data viz, puis spécialisation Data Science en France.

Generalist, dann IT/Data Science, mit Studienphase in China zu ITS, Security und Data Viz, danach Data-Science-Spezialisierung in Frankreich.

Generalista, poi IT/Data Science, con percorso in Cina su ITS, security e data viz, poi specializzazione Data Science in Francia.

Generalist, then IT/Data Science, with China coursework in ITS, security, and data viz, followed by Data Science specialization in France.

2026
Extra Mile Code · CEO

Boutique AI-native: leadership technique, delivery senior, recrutement et systèmes sur mesure.

AI-native Boutique: technische Führung, Senior Delivery, Recruiting und massgeschneiderte Systeme.

Boutique AI-native: leadership tecnico, delivery senior, recruiting e sistemi su misura.

AI-native boutique: technical leadership, senior delivery, recruiting, and bespoke systems.

2023-2026
GentlAI · CEO / produit IA

Produits et outils centrés LLM, prompt engineering, automatisation et assistance experte.

LLM-zentrierte Produkte und Tools, Prompt Engineering, Automatisierung und Expertenassistenz.

Prodotti e strumenti centrati su LLM, prompt engineering, automazione e assistenza esperta.

LLM-centered products and tools, prompt engineering, automation, and expert assistance.

2022-2026
Agence du Numérique en Santé · Lead Django/React

Plateforme publique pour dossiers de subventions, maturité SI et sécurité du secteur santé.

Öffentliche Plattform für Förderanträge, IT-Reife und Sicherheit im Gesundheitssektor.

Piattaforma pubblica per sovvenzioni, maturità IT e sicurezza del settore sanitario.

Public platform for subsidy files, IT maturity, and health-sector security assessment.

2019-2023
Activus · Responsable Technique IDF

R&D deep learning, knowledge graph, Data Center, Office 365, Power Automate, React, React Native, recrutement et avant-vente.

Deep-Learning-R&D, Knowledge Graph, Data Center, Office 365, Power Automate, React, React Native, Recruiting und Presales.

R&D deep learning, knowledge graph, Data Center, Office 365, Power Automate, React, React Native, recruiting e presales.

Deep-learning R&D, knowledge graph, data center, Office 365, Power Automate, React, React Native, recruiting, and presales.

2017-2018
Airbus · DevOps / Data Analyst / Tech Lead

Automatisation réseau: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform et compliance Wi-Fi.

Netzwerkautomatisierung: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform und Wi-Fi Compliance.

Automazione rete: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform e compliance Wi-Fi.

Network automation: Splunk, Python, Ansible, Kubernetes, Jenkins, StackStorm, Terraform, and Wi-Fi compliance.

2015-2017
R&D supervision prédictive / Predictive supervision

Projet CIR avec une vingtaine de personnes: data science, acquisition réseau, UI modulaire, Java Spring, Angular, D3, Hadoop.

CIR-R&D mit rund zwanzig Personen: Data Science, Netzwerkakquise, modulare UI, Java Spring, Angular, D3, Hadoop.

R&D CIR con circa venti persone: data science, acquisizione rete, UI modulare, Java Spring, Angular, D3, Hadoop.

R&D tax-credit project with about twenty people: data science, network acquisition, modular UI, Java Spring, Angular, D3, Hadoop.

Technique

Pile technique / Tech-Stack / Stack tecnico / Stack

Large, oui. Flou, non. Chaque couche doit livrer, sécuriser ou transmettre.

Breit, ja. Vage, nein. Jede Schicht muss liefern, sichern oder Wissen übergeben.

Ampia, sì. Vaga, no. Ogni livello deve consegnare, proteggere o trasferire sapere.

Broad, yes. Blurry, no. Every layer must deliver, secure, or transfer knowledge.

IA & données / KI & Daten / IA & dati / AI & Data

LLM harness tool calling RAG agents evals PyTorch scikit-learn Spark knowledge graph

Infra & sécurité / Infra & Sicherheit / Infra & sicurezza / Infra & Security

Nix flakes Terraform sops WireGuard OAuth / SAML SSH bastion egress gate

Produit web / Webprodukt / Prodotto web / Web Product

Python Django Ruby on Rails Zammad React Angular Node.js

Systèmes / Systeme / Sistemi / Systems

Rust Tauri C Java Spring Kafka RabbitMQ Kubernetes

Audit & crypto / Audit & Krypto / Audit & crypto / Audit & Crypto

cyber audit Ethereum Argent fail-safe threat model training

Mode opératoire

Méthode / Methode / Metodo / Method

Cadrer vite, livrer une tranche, durcir, transmettre.

Schnell scopen, einen Slice liefern, härten, übergeben.

Perimetrare presto, consegnare una slice, hardening, passaggio.

Scope fast, ship a slice, harden, hand off.

01

Cadrage / Scoping / Perimetro / Scope

Risques, usagers, budget, décision.

Risiken, Nutzer, Budget, Entscheid.

Rischi, utenti, budget, decisione.

Risks, users, budget, decision.

02

Prototype / Prototyp / Prototipo / Prototype

Code, infra, mesure, démo.

Code, Infra, Messung, Demo.

Codice, infra, misura, demo.

Code, infra, measurement, demo.

03

Durcissement / Härtung / Hardening / Hardening

Secrets, réseau, logs, reprise.

Secrets, Netzwerk, Logs, Recovery.

Segreti, rete, log, recovery.

Secrets, network, logs, recovery.

04

Transfert / Übergabe / Passaggio / Handoff

Runbooks, formation, revue de code.

Runbooks, Training, Code Review.

Runbook, formazione, code review.

Runbooks, training, code review.

Transmission

Formation continue / Weiterbildung / Formazione continua / Training

Intra-entreprise en Suisse romande, à distance ou via organisme partenaire.

Inhouse in der Romandie, remote oder über Weiterbildungspartner.

In azienda nella Svizzera romanda, da remoto o tramite partner formativo.

In-house in French-speaking Switzerland, remote, or through a training partner.

Python, LLM, sécurité / Python, LLM, Sicherheit / Python, LLM, sicurezza / Python, LLM, Security

Des formations de praticien: théorie utile, code réel, critères de production.

Praktiker-Schulungen: nützliche Theorie, echter Code, Produktionskriterien.

Formazione pratica: teoria utile, codice reale, criteri di produzione.

Practitioner training: useful theory, real code, production criteria.

IA appliquée / Angewandte KI / IA applicata / Applied AI Python, deep learning, fine-tuning, RAG, agents, evaluation harnesses.
DevOps & CloudOps / DevOps & CloudOps / DevOps & CloudOps / DevOps & CloudOps Docker, Kubernetes, Ansible, Terraform, CI/CD, observabilité, runbooks.
Sécurité / Sicherheit / Sicurezza / Security Audit, threat modeling, durcissement, secrets, bastion, SSO, incident recovery.

Lausanne

Contact / Kontakt / Contatto / Contact

Audit, architecture, IA produit, formation technique.

Audit, Architektur, Produkt-KI, technische Weiterbildung.

Audit, architettura, IA prodotto, formazione tecnica.

Audit, architecture, product AI, technical training.

Coordonnées / Kontaktdaten / Recapiti / Details

E-mail / E-Mail / Email / Email [email protected]
Téléphone / Telefon / Telefono / Phone +33 6 67 68 88 24
Adresse / Adresse / Indirizzo / Address Chemin des Matines 4, 1007 Lausanne

Disponible / Verfügbar / Disponibile / Available

Basé à Lausanne. Suisse romande, France, US, remote. Premier pas: une note de cadrage courte.

In Lausanne. Romandie, Frankreich, USA, remote. Erster Schritt: ein kurzes Scoping Memo.

A Losanna. Svizzera romanda, Francia, US, remote. Primo passo: breve nota di perimetro.

Based in Lausanne. Switzerland, France, US, remote. First step: a short scoping memo.