Expérience

Construction de systèmes d'IA de niveau production et autonomisation des communautés par l'éducation.

Expérience professionnelle

juin 2026 Présent · 1 mois

Lead AI Engineer

ParaitoMontreal, QC

Building AI-powered automation for legal workflows at Paraito, a Quebec legal-tech startup. Designing agentic systems and LLM-powered pipelines that turn complex legal and document-heavy processes into reliable, automated workflows.

Axes de travail

  • Agentic AI systems for legal-process automation
  • LLM orchestration, evaluation, and reliability in a regulated domain
  • Production engineering: from prototype to deployed automation

Technologies

PythonLLMsAgentic FrameworksFastAPIClaude API

janvier 2026 mai 2026 · 5 mois

AI Engineer

MoovAI (Publicis Groupe)Montreal, QC

Building enterprise-scale AI systems and agentic frameworks for marketing effectiveness at Publicis Groupe.

Réalisations clés

  • Developing agentic AI frameworks for marketing analytics and campaign optimization
  • Building LLM-powered evaluation pipelines and orchestration systems
  • Implementing production-grade RAG architectures for enterprise knowledge management

Technologies

LangChainLangGraphClaude APIPythonFastAPIDockerGCP

juillet 2024 décembre 2025 · 1 an, 5 mois

Senior AI Engineer / CTO

Infinitgraph.aiRemote

Led the development of production-scale research intelligence platform with semantic search and conversational AI capabilities.

Réalisations clés

  • Built production research intelligence platform processing 100K+ academic abstracts
  • Implemented semantic search with Qdrant vector databases and custom embedding pipelines
  • Engineered conversational AI research assistant using FastAPI with context-aware query processing
  • Deployed scalable MLOps infrastructure on Google Cloud Run with Docker, Redis caching, and automated failover

Technologies

FastAPIQdrantDockerGoogle Cloud RunRedisLLMsVector Databases

août 2022 juillet 2024 · 1 an, 11 mois

Machine Learning Engineer

Charlotte Machine Learning LabCharlotte, NC

Led end-to-end development of healthcare-focused machine learning systems with deep learning and audio classification.

Réalisations clés

  • Developed ML systems using PyTorch and scikit-learn, achieving 89.90% accuracy through ensemble methods
  • Architected scalable ML pipelines using Docker and AWS, processing multimodal sensor data with 88.47% accuracy
  • Implemented domain adaptation techniques and Transformer architectures for audio classification
  • Co-authored peer-reviewed study published in Nature Scientific Reports

Technologies

PyTorchscikit-learnDockerAWSTransformersAudio Processing

avril 2021 juillet 2022 · 1 an, 3 mois

Lead Software Engineer

AcileAlgeria

Spearheaded development of marketplace platform connecting brands with retail points of sale.

Réalisations clés

  • Built marketplace platform connecting 500+ brands with 30,000 points of sale
  • Led cross-functional team of 5 developers implementing Agile methodologies and CI/CD pipelines
  • Designed scalable microservices architecture resulting in 40% improved performance and 99.9% uptime

Technologies

PythonOdooVue.jsMicroservicesCI/CDDevOps

novembre 2019 décembre 2020 · 1 an, 1 mois

Research Engineer

Research Centre for Scientific and Technical InformationAlgeria

Developed novel sign language recognition system using WiFi sensing and deep learning for smart home environments.

Réalisations clés

  • Developed sign language recognition system using WiFi Channel State Information and deep learning
  • Achieved 99.71% accuracy for word-level recognition in smart home environments
  • Designed CNN+LSTM and ConvLSTM architectures using TensorFlow/Keras
  • Deployed with TensorFlow Serving and demonstrated through web application

Technologies

TensorFlowKerasCNNLSTMWiFi CSITensorFlow Serving

Formation

Master of Science in Artificial Intelligence

University of North Carolina at Charlotte

Charlotte, NC, USA

2022-08 - 2023-12 • GPA: 3.75

Focused on robustness and scalability in AI systems, with emphasis on production-grade ML engineering.

  • Fulbright Scholarship Recipient
  • Specialized in deep learning architectures and large language models

Master of Science in Software Engineering

University of Blida

Blida, Algeria

2018-09 - 2020-09 • GPA: 3.5

Comprehensive software engineering training with focus on system design and architecture.

  • Led technical workshops on ML frameworks and open-source development

Compétences techniques

AI & LLM Engineering

LangChainLangGraphClaude APIGoogle ADKAgentic FrameworksMCPRAG SystemsLLM EvaluationPrompt Engineering

Machine Learning & AI

PyTorchTensorFlowScikit-LearnTransformersLSTMBiLSTMLLMs

Programming Languages

PythonC++JavaScriptTypeScriptSQLBash

Cloud & Infrastructure

DockerKubernetesAWSGoogle Cloud PlatformAzureCI/CD

Web Development

FastAPIFlaskReactVue.jsNext.jsRESTful APIs

Databases & Data

MongoDBPostgreSQLSQLAlchemyRedisVector Databases (Qdrant, FAISS)PandasNumPy

MLOps & Deployment

TensorFlow ServingModel OptimizationA/B TestingMonitoringScalable Pipelines