Marc Bordessoule

● Technical project manager and solution design

Valuation of a documentary corpus of several million documents with Generative AI (RAG Architecture) for an engineering company in the construction industry (CA: €900M)

- An ingestion chain with metadata enrichment

- A vector database

- A conversational agent (LLM)

Env. Tech. : Docker, Weaviate, Pinecone, Streamlit/Python, vLLM, Langchain, Snowflake

● Development of a conversational agent

Multi-agent workflow in orchestration mode (LangGraph)

User context, resumption of existing conversations

LLM load distribution for industrialization

Env. Tech. : LangGraph studio, Node, React, docker, PostgreSQL, Langsmith

● Setting up a "Generative AI" training course:

Construction of training plans,

Design of associated practical work

Facilitation of several sessions

• Architecture of the cloud platform on AWS in Full serverless

• Back-end coding in nodeJS on AWS Amplify

• Front-end coding in ReactJs and Flutter

• Coding of a home automation box (Raspberry+Docker+MQTT)

Platform currently in production: several hundred connected objects currently in service, a few dozen customers, 2 partners

Creation and implementation of the entire IT solution

- IOT platform, Mobile App, partner access, support interface

- cloud technology (serverless AWS): scalable, without administration, reduced cost,

- microservices organization, hybrid mobile development (native/web)

Management of the web & mobile development team

Development of the AWS IOT platform (NodeJS)

Development of a voice assistant for access to meteorological data (Google, AWS Alexa)

R&D project of machine learning