Freelancer profile translated to English.

Description

My goal: transform repetitive processes into intelligent automations to reduce costs and unlock your teams' potential.

This vision comes from my background as an embedded systems engineer, where I witnessed the burden of manual tasks firsthand. The arrival of LLMs and AI Agents was a clear opportunity to solve these problems. I combined my technical expertise with certifications (Google, Anthropic) in cutting-edge technologies (RAG, MCP, and AI Agents) to bring this ambition to life.

My Areas of Expertise:

Automations and AI Agents

Design and implementation of reliable and scalable workflows and AI Agents.
Proactive monitoring (logs, errors, alerts) for 24/7 availability.
Integration of APIs (REST/GraphQL), databases, and Cloud services.
Development of RAG systems to connect LLMs to your internal data.
Creation of custom solutions.
Rapid prototyping (PoC) to validate an idea in 48 hours.
Containerized and scalable deployment (Docker, Kubernetes).
Automation of production deployment via CI/CD pipelines.
Monitoring of model performance in production.

Edge AI

Model optimization (Quantization, Pruning) for resource-constrained devices.
Deployment on embedded platforms (NVIDIA Jetson, Raspberry Pi).
Hybrid Edge/Cloud architectures for low latency and privacy.

My Method: A Results-Oriented Technical Partner

Transparency & Autonomy: Clear documentation and video demos (Loom) to empower your teams.
Communication: Fluid and regular exchanges for perfect alignment with your objectives.

Industry field of expertise

Languages

English
Native or bilingual
French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

Divers Clients
AI Developer
December 2023 - Today (2 years and 6 months)
Custom Low-Code Solutions (n8n)
Design and development of custom n8n workflows (Manual Trigger, HTTP Request, Code).
Document ingestion pipeline (PDF/Word via Google Drive) with OCR/parser and prompt assembly.
Robust API calls to various LLMs (authentication, retries, backoff) and preparation for TTS.
Automation of personalized emails (dynamic templates, field merging, response tracking).
Gmail/Outlook and Google Calendar integration for sending, tracking, and scheduling.
Multi-step orchestrator (lead→outreach→scheduling) and logging/analytics module (tokens, latency, errors).
Integration tests, validation scenarios, and operational documentation for handover.

Cloud Solutions (RAG + ML Deployment)
Cloud ETL Scraper for targeted sources (job boards, LinkedIn).
RAG ingestion/indexing pipeline (vectorization, storage, update strategy).
Cloud document transformation (summarization → structured prompts → LLM) with schema validation.
Scalable LLM inference endpoints, model CI/CD (inference tests, ONNX conversion, progressive deployment).
Server-side Voice AI modules and platform integration (Vapi/Retell/Bland AI).
Server-side email automation (webhooks, classification) and CRM integration; agent performance analytics.

Edge & Low-Power (Raspberry, Jetson Nano)
Model optimization for edge (quantization, pruning, ONNX/TensorRT).
Hybrid edge/cloud architecture for intelligent task delegation.
Embedded demonstrators (local inference, fast TTS) and secure OTA mechanism.
Global test plan, technical documentation, and interdisciplinary management.
ETL Processes RAG Python Google Cloud Platform AI Agents
IDEMOOV
Embedded Systems Engineer
DIGITAL AND IT
September 2023 - October 2024 (1 year and 1 month)
Strasbourg, France
Definition of system architecture and writing specifications for the connected beekeeping project
Design and optimization of the electronic architecture with particular attention to energy constraints
Development of embedded software for device management and resource optimization
Management of hardware-software integration and functional validation through rigorous testing
Support from prototyping phase to pre-series production
Development and execution of a comprehensive testing strategy, including validation plans and execution cases
Writing technical project documentation: design files, manuals, and reports
Interdisciplinary collaboration with hardware, software, mechanical, and project teams
Technological watch for the integration and management of key components
IT Project Management STM32 IT Strategy PCB C/C++
Laboratoire LITIS
Embedded Systems Intern
MEDICAL
February 2022 - May 2022 (3 months)
Rouen, France
Development of a connected medical monitoring system, from sensor to web interface
Development of firmware in C/C++ on Arduino microcontrollers for data acquisition
Setup of serial communication and a NodeJS server on a Raspberry Pi board
Creation of a web application for real-time visualization of medical data
Python Raspberry Pi Arduino C/C++ Linux