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Zakaria AkkaouiZA

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About Zakaria

Looking to integrate artificial intelligence into your products or automate complex tasks using LLMs and NLP?

As an AI Software Engineer, I help companies design and deploy intelligent, reliable, and production-ready solutions.

What I can offer:

  • Development ofintelligent chatbots(LLM, RAG, conversational assistants)
  • Automation of business processes through AI
  • Design of robust APIs and backends (FastAPI, Spring Boot)
  • Integration of NLP models (classification, extraction, text generation)
  • Deployment of scalable solutions (Docker, cloud)

My strengths:

  • Expertise inLLM, RAG, and NLP(AraBERT, LLaMA)
*Results and business valueoriented approach

*Ready-to-use and deployablesolutions
  • Dual expertise:AI + software development

Types of projects:

  • AI Assistants (customer support, legal, technical)
  • Automatic document generation
  • Text data analysis
  • Intelligent web applications

I am available to discuss your project and propose a solution tailored to your needs.
Available for international remote missions.
  • Arabic

    Native or bilingual

  • French

    Fluent

  • English

    Fluent

Can work on-site
Casablanca (up to 50km)

Experience

  • CBI
    AI & Full-Stack Developer | FactureIA — GraphRAG, AI Agents & RPA
    February 2026 - Today (6 months)
    Casablanca, Morocco
    Design and development of FactureIA, an AI-powered invoicing management web application. The core of the project is a conversational assistant based on a GraphRAG architecture – an advanced approach that models financial data (clients, invoices, statuses, relationships) as a knowledge graph. Coupled with a local LLM via Ollama, this assistant answers complex business questions with an accuracy that a traditional vector RAG cannot achieve: outstanding revenue, risk client detection, payment trend analysis – all while ensuring total data confidentiality.
    The application covers the complete invoice lifecycle: creation, editing, professional PDF generation, and real-time tracking via a responsive SPA interface in native JavaScript, secured by a REST API with JWT authentication. The project is evolving towards the integration of autonomous RPA agents to automate repetitive business processes and native integration with Microsoft Dynamics 365.
    Stack: Python · Flask · Ollama · NetworkX · TF-IDF · ReportLab · HTML/CSS/JS ES6+
    Python Artificial Intelligence (AI) GraphRAG LLM RPA
  • TechPal,
    Intelligent Legal Assistant
    March 2025 - September 2025 (6 months)
    Design of a legal AI solution capable of interpreting, reasoning, and producing legal content.
    ▸ Architecture of a RAG system leveraging LLMs adapted to legal Arabic for reliable responses on legal corpora.
    ▸ Evaluation and selection of NLP models (AraBERT, LLaMA 3) based on accuracy, performance, and domain relevance.
    ▸ Project management for the integration from legal corpus ingestion to the final user interface.
    ▸ Design of an automatic legal document generation module (deeds, procedures, contracts), ensuring compliance with legal formats.
    NLP Artificial Intelligence (AI) Machine Learning & Deep Learning Retrieval-Augmented Generation (RAG) BERT
  • Intelcom,
    AI & Cloud Engineering
    July 2024 - August 2024 (1 month)
    Temara, Morocco
    Intelligent conversational assistant for Cloud/DevOps technical support.
    ▸ Design of an NLP solution for understanding technical queries with inference strategies adapted to the Cloud domain.
    ▸ Automation of support request processing, reducing delays and improving recommendation relevance.

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Education

  • Master 2 – Artificial Intelligence
    Université Côte d'Azur
    2025
    Master 2 – Intelligence Artificielle
  • Engineering Degree
    EMSI
    2025
    Diplôme d'Ingénieur

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