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Amdjed B.

Amdjed B.

GenAI engineer | One AI agent at a time | MLOps engineer

France flagParis, France
$30.00/hrExpertDon T DiscloseAws SagemakerAnno Mage

Key Skills

Software

Don't disclose
AWS SageMakerAWS SageMaker
Anno-MageAnno-Mage
AppenAppen
ArgillaArgilla
Axiom AI
ClickworkerClickworker
CloudFactoryCloudFactory
CrowdSourceCrowdSource
CrowdFlowerCrowdFlower
CVATCVAT
Data Annotation TechData Annotation Tech
DatatroniqDatatroniq
DataloopDataloop
DatatureDatature
DatasaurDatasaur
DatumboxDatumbox
DiffgramDiffgram
Deep SystemsDeep Systems
DataturkDataturk
EncordEncord
DoccanoDoccano
HiveMindHiveMind
HastyHasty
Google Cloud Vertex AIGoogle Cloud Vertex AI
Figure EightFigure Eight

Top Subject Matter

cybersecurity
Legal
healthcare

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Red TeamingRed Teaming
Fine-tuningFine-tuning
Computer Programming/CodingComputer Programming/Coding

Freelancer Overview

I build AI systems that replace real work, not just demos. Senior AI Engineer with experience delivering production-grade GenAI and ML systems across cybersecurity, healthcare, and SaaS. I design and deploy multi-agent architectures, RAG pipelines, and end-to-end AI workflows that automate decision-making and reduce manual operations. Built an AI-powered SOC platform that cut triage time by 60% and improved detection accuracy. Delivered AI assistants and agent-based systems that automate up to 70% of routine business tasks. Designed real-time pipelines, integrated LLMs with enterprise data, and shipped systems that run in production. Stack is practical and battle-tested: Python, PyTorch, TensorFlow, Hugging Face, CrewAI, LangChain, LangGraph, FastAPI, Docker, and cloud (Azure, GCP, AWS). Strong with vector databases like Qdrant, Pinecone, ChromaDB, and building RAG systems that actually retrieve useful context. I handle the full lifecycle: data pipelines, labeling, model development, evaluation, deployment, and monitoring. Focus is simple, reliable systems, clean data, and measurable impact.

ExpertEnglishArabicFrench

Labeling Experience

Agentic-AI Virtual Legal Assistant with RAG (Freelance project)

OtherTextQuestion Answering
Developed a legal support chatbot using Agentic AI and Retrieval-Augmented Generation (RAG) to assist users with legal inquiries. Built a domain-specific knowledge base by indexing legal texts and court rulings for fast and accurate information retrieval. Created prompt-response pairs and annotated data to fine-tune AI performance for legal question answering. • Built RAG pipelines to link queries to relevant legal documents. • Annotated and validated text inputs and outputs for accuracy. • Indexed and classified legal data using Pinecone vector database. • Tested chatbot outputs for recall and precision in legal domains.

Developed a legal support chatbot using Agentic AI and Retrieval-Augmented Generation (RAG) to assist users with legal inquiries. Built a domain-specific knowledge base by indexing legal texts and court rulings for fast and accurate information retrieval. Created prompt-response pairs and annotated data to fine-tune AI performance for legal question answering. • Built RAG pipelines to link queries to relevant legal documents. • Annotated and validated text inputs and outputs for accuracy. • Indexed and classified legal data using Pinecone vector database. • Tested chatbot outputs for recall and precision in legal domains.

2024 - 2024

Spam Detection System (NLP) - Academic project

OtherTextClassification
Worked on a spam detection system using a BERT model, focusing on the ML component and labeling specifications. Participated in classifying and annotating textual data to train and validate model performance for spam detection. Coordinated the creation of the annotation workflow and reporting as part of an academic team project. • Curated and pre-processed dataset for spam classification purposes. • Applied and reviewed text labels for spam/ham classes. • Led team in data annotation and reporting activities. • Evaluated model predictions against annotated ground truth.

Worked on a spam detection system using a BERT model, focusing on the ML component and labeling specifications. Participated in classifying and annotating textual data to train and validate model performance for spam detection. Coordinated the creation of the annotation workflow and reporting as part of an academic team project. • Curated and pre-processed dataset for spam classification purposes. • Applied and reviewed text labels for spam/ham classes. • Led team in data annotation and reporting activities. • Evaluated model predictions against annotated ground truth.

2022 - 2022

AI Engineer (Freelance) - Upwork

TextText Generation
Developed NLP systems to automate legal document generation and information retrieval as part of freelance AI engineering projects. Integrated large language models with legal databases to perform contextual reasoning and improve automation. Labeled, generated, and reviewed samples for model fine-tuning and validation on legal document tasks. • Generated synthetic data samples for model training. • Labeled prompts and completions for document automation. • Conducted quality assessment and error analysis on AI outputs. • Validated LLM integration with real-world legal datasets.

Developed NLP systems to automate legal document generation and information retrieval as part of freelance AI engineering projects. Integrated large language models with legal databases to perform contextual reasoning and improve automation. Labeled, generated, and reviewed samples for model fine-tuning and validation on legal document tasks. • Generated synthetic data samples for model training. • Labeled prompts and completions for document automation. • Conducted quality assessment and error analysis on AI outputs. • Validated LLM integration with real-world legal datasets.

2022 - 2022

Education

P

Paris-Saclay University

Master of Science, Artificial Intelligence

Master of Science
2022 - 2023

Work History

D

DTS Solution

AI SecOps Engineer

Dubai
2025 - Present
M

MobilityCare

AI Engineer (Freelance)

Paris
2024 - 2025