Salim Laimeche

Forward Deployed Engineer (FDE)

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

LLMs / Large language modelsIARustTypescriptReactTensorFlowPyTorchPythonSwagger/OpenAPIRESTful APIsNext

Langues

Français (Maternelle)Anglais

À propos

Introduction

AI Architecture · Applied AI · Agentic Systems · RAG · MCP · AI Platforms · Evaluation & Observability I remain hands-on across architecture and engineering, primarily working with Python, TypeScript, LangGraph, PostgreSQL/Qdrant, Azure AI and AWS. Alongside consulting, I founded IgnitionAI, where I design and industrialize enterprise GenAI systems, and IgnitionRAG, a RAG-as-a-Service platform covering multimodal ingestion, hybrid retrieval, reranking, agents, evaluation, observability, SD

Liens

Expérience de travail

Forward Deployed Engineer

IgnitionAIFreelance

août 2023 - Présent

3 ans 3 mois

Paris, France

As a freelance professional, I help startups and businesses design and deploy cutting-edge machine learning and web development solutions. My expertise spans the creation of accessible SaaS platforms, multi-cloud deployments, and the integration of machine learning models to power high-performance applications Key Projects: Pretorian System (Free SaaS): Real-time surveillance application built with React and TensorFlow.js Hugging Face Inference API for picture description in telegram message Free, one-click solution with internationalization (i18n) for global reach IgnitionAI Landing page and microservice (my own): React app with Typescript Internationalization (i18n) for global reach Tensorflow.js with Sentence Encoder Lite in webgl for show how vector db work Rust with axum as backend in microservice Langchain-rust with Fastembed model locally for embedding with zero cost Vector of my landing page persisted in an azure table Scientific Voice Laboratory (LSV): Development of an auditory classification AI to address vocal issues Tensorflow.js for model inference in client MVP built with Next.js, ready to integrate into a marketable product Spidr (Subcontracting): Computer vision AI for object detection Performed data annotation and labeling Created a FastAPI microservice for model inference and seamless integration into client workflows Expert Nutrition and Fitness Coach: Designed an agent-based system to automate grocery lists and personalized meal plans for clients Significantly increased client capacity while reducing the coach’s workload Deployed on AWS Lambda with data managed through AWS S3

Forward Deployed Engineer

SanofiFreelance

mars 2025 - août 2025

6 mois

Paris, France

I work at Sanofi as a Node.js & Generative AI Engineer, developing solutions that leverage generative AI to optimize various processes. My role involves designing scalable architectures, integrating AI models, and building robust APIs for GenAI-driven applications.

Forward Deployed Engineer

BrevoFreelance

févr. 2025 - mars 2025

2 mois

Paris, France

I worked as part of the Labs team at Brevo, contributing to the development of AI agent tools. My role involved building orchestration systems leveraging cutting-edge R&D technologies such as Swarm, Big Tool, and Model Context Provider to enhance AI-driven workflows

Fullstack Developer

WebexpR

nov. 2023 - déc. 2024

1 an 2 mois

60200 Compiègne, France

Completed Projects: Proof of Concept (PoC) for Nexans Gained expertise in React and the SPFx framework on SharePoint Online to demonstrate technical capabilities and validate architectural decisions. Fleet Management Application - Ingerop Developed a full-scale application from scratch based on a mockup and a data repository. Created Python scripts to process and migrate a significant volume of documents (5 to 10 GB) from the legacy application to SharePoint Online. Designed an intuitive, responsive user interface using React, Redux, and Ant Design. Applications for BNP Paribas Maintained and enhanced existing applications on SharePoint Online. Developed a complex training and learning path management application from scratch for employees: Built an interface for administrators to create and manage courses and learning paths. Implemented advanced group management features to assign and organize access to courses and paths. Developed internal recommendation features for employees to share useful courses or learning paths. Independently handled the architecture and development of the application. Created interactive dashboards to visualize and analyze business data in real-time. Set up a user click-tracking system to collect behavioral data and optimize the user experience. Implemented internationalization (i18n) to ensure multilingual accessibility.

Training Consultant

Doranco Ecole Sup' des Tech CreativesFreelance

oct. 2023 - déc. 2023

3 mois

Marseille, France

I collaborated with Evogue to deliver advanced Python and Java courses at Doranco in Marseille. Key achievements: Delivered advanced Python and Java training sessions with comprehensive educational materials Designed practical projects to foster active learning and hands-on experience for students Developed innovative course programs to strengthen core skills and address industry needs Conducted final assessments to evaluate knowledge acquisition and skill mastery Improved student performance through targeted and constructive feedback Ensured learner satisfaction and positive outcomes by tailoring courses to participants' specific needs Demonstrated a strong ability to adapt training content to various audience profiles and learning objectives

Backend Developer

Crédit Mutuel

févr. 2023 - juil. 2023

6 mois

Strasbourg, France

Consultant for Crédit Mutuel, focused on modernizing and optimizing banking systems Rewriting backend applications for improved maintainability Developing a web application to enhance user experience Collaborating on distributed systems and Agile architectures Environment: C#, Visual Studio, Cobol, SQL Server, IBM Mainframe

Full Stack Developer

dropshipping-ghFreelance

oct. 2021 - déc. 2022

1 an 3 mois

10000 Troyes, France

As part of a team of three developers, under the guidance of an experienced and highly skilled tech lead, I had the opportunity to enhance my skills, benefit from their expertise, and contribute to the development of two enterprise software solutions using agile methodologies. Key contributions: Designed and implemented a real-time data visualization dashboard using Python FastAPI and React Deployed serverless solutions leveraging docker for scalable and efficient workflows. Automated data processing and extracted actionable insights to improve conversion strategies Automating and extracting insights for conversion strategies

Night Auditor

hotellerie

avr. 2019 - oct. 2021

2 ans 7 mois

Cannes, France

Réceptionniste de nuit

Ssiap 1

SECURITE & INCENDIE

juin 2016 - déc. 2018

2 ans 7 mois

Montpellier, France

Agent de sécurité incendie dans différentes structures

Equipier engin blindé

Armée de Terre

avr. 2009 - mai 2014

5 ans 2 mois

86000 Poitiers, France

RICM (Régiment d'Infanterie et Chars de Marine), déplacements à l'international.


Formation

Stanford University

Specialisation Machine Learning

2023 - 2023

8 mois

DeepLearning.ai

TensorFlow Developer

2022 - 2023

1 an 9 mois

ENI Ecole Informatique

Cloud computing

2023 - 2023

5 mois

ENI Ecole Informatique

diplome développeur web et web mobile BAC +2

2022 - 2022

8 mois

AFPA

Diplome d'agent de sûreté et sécurité privée

2015 - 2016

6 mois


Licences et certifications

Semantic Kernel in Action: Fundamentals

Délivré le : nov. 2024

Certifié par LinkedIn

L’essentiel de LangChain pour le développement en JavaScript

Délivré le : nov. 2024

Certifié par LinkedIn

Rust LLMOps

Délivré le : oct. 2024

Certifié par LinkedIn

Docker for Developers

Délivré le : oct. 2024

Certifié par LinkedIn

MLOps | Machine Learning Operations Specialization

Délivré le : sept. 2024

Certifié par Duke University

TensorFlow: Advanced Techniques Specialization

Délivré le : août 2024

Certifié par DeepLearning.AI

TensorFlow Developer Certificate

Délivré le : mars 2024

Certifié par TensorFlow Certificate Program

DeepLearning.AI TensorFlow Developer

Délivré le : mars 2024

Certifié par DeepLearning.AI

Certificate of Excellence : Hugging Face Deep Reinforcement Learning Course

Délivré le : sept. 2023

Certifié par Hugging Face

Microsoft Certified: Azure AI Fundamentals

Délivré le : août 2023

Certifié par Microsoft

JavaScript Algorithms and Data Structures

Délivré le : août 2023

Certifié par freeCodeCamp

Spécialisation Machine Learning

Délivré le : juin 2023

Certifié par DeepLearning.AI

Microsoft Certified: Azure Fundamentals

Délivré le : janv. 2023

Certifié par Microsoft

Certificat militaire élémentaire

Délivré le : mai 2011

Certifié par Armée de Terre

Portfolio

IgnitionRAG — plateforme gouvernée pour le RAG et les agents IA

Structuration et Optimisation d’un Système RAG (Sanofi)

Optimisation de l’architecture IA pour Aura (Brevo)

Framework d'apprentissage par renforcement (IgnitionAI)

MCP Servers (IgnitionAI)

Industrialisation d’une plateforme GenAI et d’agents sécurisés chez SUEZ

Plateforme RAG on-premise sécurisée pour BNP Paribas CIB

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