Karim HAMOD — Gen AI Engineer

01 — About

Karim HAMOD

Building the solutions of tomorrow

Innovative engineer with 2+ years of experience across the full AI lifecycle, from research and prototyping to production deployment. I specialize in Generative AI and LLM orchestration, crafting systems that are not just functional, but scalable and maintainable.

My core strength lies in designing advanced RAG architectures and autonomous AI agents using LangChain and Python, paired with robust FastAPI backends and MLOps practices in Agile environments.

LangChain RAG Systems AI Agents FastAPI MLOps n8n Automation

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Location

Créteil, France

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Email

karim_hamod@hotmail.com

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karim-hamod

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Languages

Arabic · English · French

02 — Experience

Where I've made an impact

Engineer GenIA / Data

Fakhfakh Consulting · London, UK

Oct 2025 — Mar 2026

Freelance

Key Achievements

🗄️Designed and modeled the full Supabase database schema for an AI-driven EdTech platform, optimizing architecture for complex relationship management.
🔐Implemented Auth0 secure authentication with seamless web platform integration and user profile synchronization.
⚡Automated pedagogical content generation (quizzes, flashcards) via n8n workflows, transforming user documents into AI-powered learning resources.

Stack

SupabaseAuth0n8nAI Automation

Engineer GenIA / Data ★ Core Role

Efor Group · Paris, France

Oct 2023 — Sep 2025

Full-time · 2 years

Key Achievements

🧠Architected a high-performance AI system with LangChain, combining advanced RAG with vector databases and autonomous agents to automate complex decision-making workflows.
🔄Automated data ingestion & processing pipelines via Python scripts, integrating external API streams and vector databases for high-performance AI models.
💻Led collaborative full-stack refactoring of an open-source chatbot (FastAPI, React, TypeScript) including scalability optimization and CI/CD pipelines via GitLab CI/CD.
🏗️Spearheaded a critical MongoDB → SQL architectural migration, conducting feasibility studies and rigorous performance testing to ensure data integrity.

Stack

LangChainRAGVector DBFastAPIReactTypeScriptGitHub ActionsMongoDB→SQL

Embedded Systems & Fault Injection Engineer

Adevices · Moirons, France

Feb 2023 — Aug 2023

Key Achievements

🔬Developed applications for fault injection into embedded systems, backed by extensive bibliographic research on localized hardware perturbations.

Stack

C/C++Embedded SystemsMATLAB

Full Stack Web Developer

Ask For Assistant Ltd · UK

Sep 2021 — Dec 2021

Key Achievements

🌐Developed full-stack web features, gaining foundational experience in end-to-end product delivery.

Stack

JavaScriptHTML5CSS

03 — Skills

Technical Expertise

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AI & Data Science

LLMs & Advanced RAG
LangChain Orchestration
PyTorch & TensorFlow
Machine Learning
AI Agents

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Backend

Python (FastAPI, Flask)
REST API Design
C / C++
SQL (Relational & NoSQL)

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Frontend

React.js
TypeScript
JavaScript / HTML5 / CSS

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Databases

MongoDB
Azure Cosmos DB
SQL Server
Supabase

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Cloud & DevOps

Microsoft Azure
Docker
GitHub Actions
GitLab CI/CD

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Automation

n8n Workflows
Data Pipeline Design
API Integration
MLOps Practices

04 — Education

Academic Background

2023-2025

Master in Data Engineering for AI

Data Science Tech Institute · Paris, France

Machine Learning · Big Data · Cloud Computing · Data Warehousing · Deep Learning

2022 — 2023

Master's in Integration, Security & Trust in Embedded Systems

Université Grenoble Alpes INP, Esisar · Valence, France

2018 — 2022

Bachelor in Computer Engineering

Beirut Arab University · Beirut, Lebanon

05 — Contact

Let's work together

I'm currently open to new opportunities. Whether you have a project in mind or just want to connect, feel free to reach out.

✉️ karim_hamod@hotmail.com 🔗 LinkedIn Profile