I am an AI Automation Engineer specializing in the design and deployment of business-oriented automation systems for SMBs and enterprise environments. My approach starts from the core operational need, then focuses on building a first version that is simple, stable, and functional before introducing optimizations or advanced features. I primarily work on data collection, processing, and enrichment, delivering outputs in an actionable format tailored to the business context. I design scalable architectures connecting low-code platforms (n8n, Dify, Zapier) with AI backends (OpenAI, LangGraph), with a strong focus on workflow clarity, maintainability, and robustness. This methodology minimizes the impact of bugs, enables long-term system evolution, and delivers measurable operational gains.

Willy Gigan

I am an AI Automation Engineer specializing in the design and deployment of business-oriented automation systems for SMBs and enterprise environments. My approach starts from the core operational need, then focuses on building a first version that is simple, stable, and functional before introducing optimizations or advanced features. I primarily work on data collection, processing, and enrichment, delivering outputs in an actionable format tailored to the business context. I design scalable architectures connecting low-code platforms (n8n, Dify, Zapier) with AI backends (OpenAI, LangGraph), with a strong focus on workflow clarity, maintainability, and robustness. This methodology minimizes the impact of bugs, enables long-term system evolution, and delivers measurable operational gains.

Available to hire

I am an AI Automation Engineer specializing in the design and deployment of business-oriented automation systems for SMBs and enterprise environments.

My approach starts from the core operational need, then focuses on building a first version that is simple, stable, and functional before introducing optimizations or advanced features. I primarily work on data collection, processing, and enrichment, delivering outputs in an actionable format tailored to the business context. I design scalable architectures connecting low-code platforms (n8n, Dify, Zapier) with AI backends (OpenAI, LangGraph), with a strong focus on workflow clarity, maintainability, and robustness. This methodology minimizes the impact of bugs, enables long-term system evolution, and delivers measurable operational gains.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

French
Fluent
English
Fluent

Work Experience

AI Automation Specialist at Gamma MHIDIA AI Consulting
May 1, 2025 - Present
Design and deployment of end-to-end AI automation pipelines, integrating Dify interfaces, LLM backends (OpenAI, Claude), and structured business data via n8n and LangGraph. Development of webhook-driven document parsers and automated RFP response agents, achieving significant reductions in administrative workload (up to 80%). Implementation of evaluation loops and dashboards using LangSmith to monitor the quality of RAG and conversational systems. Deployment of reliability mechanisms (adaptive retries, monitoring, supervision) to ensure continuous availability and full traceability of automation systems. Close collaboration with front-end and AI architecture teams to align UI logic with automation workflows.
AI Automation & Intelligent Systems at Freelance
January 1, 2024 - January 1, 2025
Design of intelligent automation systems for SMBs and professionals using n8n, Dify, and OpenAI. Development of advanced workflows for web scraping, competitive intelligence, and automated report generation. Creation of custom AI agents and API integrations tailored to specific business use cases. Mission objective: democratize access to AI-assisted productivity and deliver measurable return on investment.
Agriculture & Mining Work Program at Agriculture & Mining Work Program (Working Holiday Visa)
January 1, 2023 - January 1, 2024
Hands-on experience in demanding, multicultural work environments. Strengthened adaptability, discipline, and professional English under operational constraints. Learned to structure and optimize repetitive processes, forming the foundation of an automation-oriented mindset.
Heavy Equipment Operator at Agriculture, Mining & Construction
January 1, 2019 - January 1, 2024
Operation and maintenance of heavy machinery, with on-site team coordination under strict safety standards. Development of strong operational rigor and a process-driven approach. Emergence of a strong interest in workflow optimization and efficiency gains through automation.

Education

BTS in Business Unit Management (MUC) at Lycée Joseph Loth, Pontivy
January 1, 2015 - January 1, 2017
STMG Baccalaureate – Management and Business Sciences at Lycée Joseph Loth, Pontivy
January 1, 2012 - January 1, 2015

Qualifications

Add your qualifications or awards here.

Industry Experience

Agriculture & Mining, Software & Internet, Professional Services, Manufacturing