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Registration: 22.04.2025

Arthur Perrot

Specialization: AI solutions engineer
— Pragmatic and passionate AI Engineer specializing in designing and building generative AI systems and tools. — Demonstrated experience in rapid prototyping (RAG, APIs, embedded agents) and integrating ML models. Strong selflearner with proven ability to solve complex technical problems. — When I first discovered AI I had no idea it would become my career but my curiosity and passion only grew from there. I leveraged AI to learn AI, and in doing so, not only did I put my knowledge to practice but I experienced the flaws and limitations, which led developp a pragmatism that guides every prototype and project I tackle. Skills: — Pragmatism. — Prototyping. — Self-Learning. — Langchain. — Pydantic.
Docker Git GitHub Project Management Python rest api pandas AI AI tools
— Pragmatic and passionate AI Engineer specializing in designing and building generative AI systems and tools. — Demonstrated experience in rapid prototyping (RAG, APIs, embedded agents) and integrating ML models. Strong selflearner with proven ability to solve complex technical problems. — When I first discovered AI I had no idea it would become my career but my curiosity and passion only grew from there. I leveraged AI to learn AI, and in doing so, not only did I put my knowledge to practice but I experienced the flaws and limitations, which led developp a pragmatism that guides every prototype and project I tackle. Skills: — Pragmatism. — Prototyping. — Self-Learning. — Langchain. — Pydantic.
Docker Git GitHub Project Management Python rest api pandas AI AI tools

Portfolio

memoire-agent-V1

This is my final year's thesis project : building an AI Agent to write my final year's apprenticeship report, based on my work diary and my school's apprenticeship report guideline. It's the project I'm the most proud of because it's the essence of everything I studied and worked on combined : AI; agentic workflow; API; vector database and CI/CD pipeline. This V1 is packaging both backend and frontend leveraging the use of API, but I'm currently working on the v2 (accessible on my github) only focused on the agentic workflow (no frontend and API architecture) with enhanced AI capabilities, in terms of worflow and output.

memoire-agent-V2

The second version of my AI agent, focused on the agentic workflow with advanced capabilities. At the moment, I switched from Deepseek/ Gemini API to a 100% local solution to respect the privacy of the data I'll be using to feed the agent (work diary, which can contains private data).

optical-factory

My cleanest API infrastructure, respecting deliverables regarding precision and latency, built on a CI/CD pipeline. This was my final year's specification assignment. The project consisted in making virtual glasses try-on for online optician e-commerce. The solution we put in place can analyse the face's 3D shape from 2D (front camera) and suggest automatically a pair of glasses suited for the user

Skills

Docker
AI
Git
GitHub
Project Management
Python
Rest api
Pandas
LLMs
RAG
Agents
Langchain
Prompt Engineering
VectorDBs
PyTorch
TensorFlow
Scikit-learn
CNNs
Mediapipe
Python
FastAPI
Pytest
CI/CD
Azure (Al Services/Functions)
Kubernetes
Power Automate

Work experience

AIPO
since 09.2024 - Till the present day |Gecina
Azure, PowerAutomate, Langchain
● Designed, developed, and deployed a critical automation pipeline (Azure Functions, Robotic Process Automation, Azure OpenAI Service) to process and synthesize financial documents for Executive Management, reducing manual effort by 50% and improving strategic information access. ● Led AI adoption: identified, prioritized (ROI), and managed the lifecycle of use cases (PoC to production), such as an M&A analysis tool and an NLP skill classifier. ● Provided technical support and training to colleagues on AI tools.
AI Research Assistant
09.2023 - 08.2024 |AI Builders
GenAI, Langchain, Python, Consulting, Research
● Analyzed and cataloged AI solutions in retrieval-augmented generation and computer vision markets. ● Performed in-depth analysis of the latest AI advancements, liaising with vendors to understand capabilities and applications. ● Produced strategic studies on LLM impact in enterprises and created reports for consultants. ● Managed the team’s shared drive and developed performance benchmarks.

Educational background

Artificial intelligence and business transformation (Masters Degree)
2023 - 2025
Epitech
AI & Business Transformation (Masters Degree)
2023 - 2025
Dublin Business School
Business and management (Bachelor’s Degree)
2019 - 2022
Dublin Business School

Languages

FrenchAdvancedEnglishAdvanced