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Shah SyedSS
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Shah Syed

@shahsyed

Data and AI Engineer at EDF building GraphRAG applications and agentic workflows for industrial engineering.

France
Message

At EDF (CI2T), I architect and develop LLM-based use cases, including GraphRAG applications with Neo4j, LangChain, and LangGraph for domain-specific information retrieval.

I build and deploy AI services on GCP Cloud Run to process technical documentation into RAG vector stores. I also develop agentic workflows for industrial engineering challenges.

At EDF, I implemented Langfuse observability for LLM traceability, latency monitoring, and performance evaluation, and built information extraction and metadata generation pipelines for unstructured industrial data.

Earlier at EDF, I worked on knowledge graphs and ETL pipelines, and led technical development of the WIKOI project to transform ontologies into Semantic MediaWiki formats. At Cogniva Information Solutions, I conducted text classification experiments using machine learning tools.

Experience

Work history, roles, and key accomplishments

EDF (CI2T) logoEC
Current

Data and AI Engineer

EDF (CI2T)

Sep 2023 - Present (3 years 2 months)

Acted as a bridge between domain experts and technology, aligning technical innovation with critical business objectives across a 500+ person unit. Architected and led development of multiple LLM-based use cases, including advanced RAG implementations using Neo4j, LangChain, and LangGraph.

EDF logoED

Apprentice Data Engineer

EDF

Aug 2020 - Sep 2023 (3 years 1 month)

Modeled and generated an automated knowledge graph for electrical systems using NLP techniques to extract data from technical documentation. Built robust ETL pipelines using Talend, Python, and Neo4j to automate the graph lifecycle and integration with visualization tools.

Education

Degrees, certifications, and relevant coursework

EA

Ecole nationale supérieure de l’Electronique et de ses Applications

Engineering Degree, Electronics and Computer Science

2020 - 2023

Engineering degree in Electronics and Computer Science from 2020 to 2023.

IC

IUT de Cergy-Pontoise

DUT, Electrical Engineering and Industrial Computing

2018 - 2020

DUT in Electrical Engineering and Industrial Computing from 2018 to 2020.

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