S.S

About

Computer engineer with a specialized Master in Computer Engineering and Data Analysis. Full Stack experience across multitenant SaaS, data processing and AI integration. Currently building iRemember, an LLM assistant with long-term memory. Preparing an applied doctorate on intelligent agents, memory for LLMs, RAG, NLP and machine learning.

Research Interests

  • Long-term memory & personalization for LLM agents
  • RAG, embeddings & knowledge retrieval
  • Intelligent agents for information systems
  • NLP & conversational data analysis in Moroccan Darija
  • Machine learning, deep learning & edge AI

Toolbox

LLM & Generative AI

PromptingEmbeddingsRAGLangGraph agentsLong-term memory for LLMsFine-tuning (experimental)

Machine Learning & Data

PythonPandasNumPyscikit-learnTensorFlowData preprocessingClassification · Regression · ClusteringStatisticsPower BI

Software Engineering

JavaSpring BootAngularTypeScriptPythonDjangoFlaskREST APIs

Data & Infrastructure

PostgreSQLMySQLMongoDBRedisNeo4jKafkaSparkDockerGitCI/CD

Experience

2025 — Present

Founder & Owner · OpuslonRemote · opuslon.com

AI agent integration studio: chatbots, internal assistants and workflow automations shipped to production for SMEs via a 14-day sprint model.

2025 — Present

Full Stack Engineer · NeoLogixFès, Morocco

Development and evolution of web applications. Contribution to architecture, data integration and software quality across multitenant SaaS products.

2024 — Present

CEO & Co-founder · Wasel.maCasablanca, Morocco

Product scoping, technical decisions and development of a WhatsApp operations platform for Moroccan SMEs.

Languages

  • ArabicNative
  • FrenchProfessional
  • EnglishProfessional

Contact