AI Automation
Business process automation with AI, workflows and intelligent integrations.
Available for projects
BUILDAUTOMATEINTEGRATESCALE
Yacine Amouche
AI Automation Engineer
Senior Backend & Integration Engineer
I automate your business processes with AI and integrate them into your existing systems, with the rigor of a senior backend engineer.
AI AgentsLLM / RAG
Automationn8n / Workflows
DatabasesPostgreSQL
Enterprise IntegrationAPIs / ERP
SecurityOAuth2 / JWT
Data Sources
APIs / ERP
Workflows
AI
Analysis
Automation
Results
AI AgentsRAGn8nPython/FastAPIJava/Spring BootPostgreSQLAPIsDocker
PROFILE AT A GLANCE
Building tomorrow’s solutions todayWhy work with me?
Solid expertise in critical information systems, with a strong ability to adapt to new sectors.
10+years of experienceBanking & InsuranceCritical & regulated systemsPublic sectorCritical business applicationsTelecomEnterprise integration & large-scale systemsBackend & IntegrationAPIs · Enterprise systems · MicroservicesSecurityOAuth2 · JWT · DevSecOpsAI & AutomationAgents · RAG · WorkflowsCloud & DevOpsDocker · Kubernetes · CI/CD
AREAS OF INTERVENTION
VIEW ALL SECTORSSectors where my expertise can rapidly create value.
Transport & MobilityBusiness platforms, APIs & real-time flowsAutomotiveConnectivity, digital services & integrationEnergy & UtilitiesComplex systems, automation & dataHealth & InsuranceSensitive data, compliance & securityRetail & E-commerceDigital journeys & omnichannel integrationIndustry & LogisticsSupply chain, integration & automationAerospaceCritical systems, traceability & integrationServices & ConsultingBusiness processes, guidance & automation
Services
AI Agents
Autonomous AI agents to execute, supervise and improve your business operations.
RAG / Knowledge Assistant
Assistants grounded in your internal data for reliable, contextual answers.
Backend & AI Integration
Robust APIs, secure enterprise-system integrations and production-grade AI solutions.
Projects
MissionFlow AI
Personal projectAI-assisted freelance opportunity search, qualification and application preparation.
View project
FIELD FLOWDISPATCH ENGINE
REQUESTUrgent HVAC failure AI qualification
AISCORING
Technician A94
Technician B81
Technician C67
FieldFlow AI
Personal projectField-service management platform with AI qualification, explainable intelligent dispatch, auto-assignment and route optimization.
View projectEXPERTISE
From idea to a reliable system.
An end-to-end approach connecting business needs, architecture, artificial intelligence and production.
AI Automation
Business process automation with AI, workflows and intelligent integrations.
AI Agents
Autonomous AI agents to execute, supervise and improve your business operations.
RAG / Knowledge Assistant
Assistants grounded in your internal data for reliable, contextual answers.
Backend & AI Integration
Robust APIs, secure enterprise-system integrations and production-grade AI solutions.
IMPACT
Automation Audit & ROI
I identify repetitive tasks, operational friction and the highest-impact automation opportunities to build a quantified, prioritized roadmap.
Reduce costs Accelerate operations
BUILD
AI MVP → Production
I quickly turn a business need into a demonstrable prototype, then into a robust, secure solution integrated with your information system.
Prove value quickly Scale without technical debt
STACK & ECOSYSTEMBackend · AI · Cloud · DevSecOps
Java
Spring Boot
Python
FastAPI
React
Next.js
PostgreSQL
Docker
Kubernetes
n8n
OpenAI
LangChain
OAuth2
GitLab CI
ENGINEERING INSIGHTS
Latest insights
Follow my latest writing on AI, backend architecture and automation.
FieldFlow AI: AI qualification, explainable scoring and intelligent dispatch
Structuring the database of an AI application: business data, embeddings, traces and security
Building reliable RAG: from document retrieval to contextual answers
Angular for AI applications: building a reactive, observable and secure frontend
Spring Boot + OpenAI: integrating an LLM without weakening your backend
AI agents and data leakage: securing prompts, tools, RAG and automated actions
n8n or dedicated backend: how to choose your automation engine
EXPERIENCE
10+ years building reliable & critical systems.
Banking, insurance and public sector: backend architecture, security, enterprise integration and production-grade engineering.
FranceAgriMer
CURRENT ASSIGNMENTJava Tech Lead & Security Lead
Technical leadership, architecture decisions and development of critical business applications for the public sector.
LACPAV
Backend & Integration Tech Lead
Backend and integration architecture design, technical leadership, business workshops and migrations.
FranceAgriMer
Java Tech Lead & Security Lead
Production engineering of business services, SQL optimization and security hardening of critical applications.
Crédit Agricole Assurances
Full Stack Java / Angular Engineer
Spring Boot backend and Angular frontend development for insurance-sector applications.
BNP Paribas
Java IAM Engineer
Java microservices development with TDD and secure identity/access management.
ING · Orange Labs · ALB Informatique · UPEC
Java, Mobile & Cybersecurity Engineering
Java, Android and Kotlin development, vulnerability analysis and application security.
TECH ECOSYSTEM
The right technology for the right problem.
AI & LLM
LangChainOllamaLLM IntegrationPrompt EngineeringStructured ExtractionRAG
Backend
PythonFastAPISQLAlchemyJava 8—21Spring BootSpring Batch
Data & Architecture
PostgreSQLOracleMySQLMongoDBMicroservicesDDDHexagonal
Cloud & DevSecOps
DockerKubernetesJenkinsGitLab CISonarQubeAWSAzureGCP
EDUCATION & CERTIFICATIONS
A dual background in architecture & security.
Three specialized master’s degrees complemented by cloud and agile certifications.
PSM IAWSGCP
Master’s Degree in Autonomous and Communicating Mobile Systems
University of Bordeaux
Master’s Degree in Information Systems Security
Paris-Est Créteil University
Master’s Degree in Network Administration and Security
University of Béjaïa
LET’S TALK ABOUT YOUR PROJECTA process to automate?
A process to automate?
Let’s build the solution.
Available for projects in France and across Europe.