I am a highly motivated AI and NLP engineer with a strong background in software development. I have hands-on experience delivering AI-powered platforms, building scalable data pipelines, and deploying end-to-end solutions.\n\nI am passionate about artificial intelligence and NLP, with a particular interest in generative language models. I enjoy solving complex problems and collaborating across interdisciplinary teams.

Cherguelaine Ayoub

I am a highly motivated AI and NLP engineer with a strong background in software development. I have hands-on experience delivering AI-powered platforms, building scalable data pipelines, and deploying end-to-end solutions.\n\nI am passionate about artificial intelligence and NLP, with a particular interest in generative language models. I enjoy solving complex problems and collaborating across interdisciplinary teams.

Available to hire

I am a highly motivated AI and NLP engineer with a strong background in software development. I have hands-on experience delivering AI-powered platforms, building scalable data pipelines, and deploying end-to-end solutions.\n\nI am passionate about artificial intelligence and NLP, with a particular interest in generative language models. I enjoy solving complex problems and collaborating across interdisciplinary teams.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Advanced

Work Experience

AI Engineer at Paseetah
October 1, 2024 - Present
Implemented support for geospatial interactions, including adding and processing polygon geometry directly within the chat interface (property boundaries, zones, land selection, etc.). Fine-tuned open-source LLMs to build a custom classification agent, improving intent detection and property-related query categorization.
LLM Engineer & Full Stack Developer at Jurai Assistant, Denmark
September 1, 2024 - October 1, 2025
Designed and implemented the full agentic AI architecture, including retrieval agents, classifier agents, and reasoning agents using LangChain and Crew AI. Built automated pipelines to collect, clean, and structure Danish legal cases and laws from official sources. Developed the backend ecosystem using FastAPI (Python), covering AI orchestration and RAG pipelines, authentication and account management, chat session handling with long-term contextual memory, embedding generation and integration with Pinecone vector DB. Deployed and maintained the platform on AWS EC2 with Docker for containerization and scalable production deployments.
Front-End Developer at BuySell Platform, Blida
February 1, 2024 - January 31, 2025
Developed and improved front-end features for the Admin Platform using Next.js, TypeScript, and Tailwind, including dashboards, forms, tables, and management interfaces. Integrated and tested APIs across admin workflows, ensuring reliable data flow and improved UI/UX. Built core e-commerce features on the main platform such as product pages, category listings, search, filters, cart interactions, and navigation improvements. Optimized performance and code quality through component refactoring, responsive design, and best practices for speed and maintainability across platforms.
Python Developer at SIG Services, Blida
September 1, 2023 - December 31, 2023
Contributed as a Python developer to backend data processing and service-oriented tasks.
Artificial Intelligence Intern at Document Classification Drive, Algiers
January 1, 2023 - July 1, 2023
Created an intelligent system using transformers for accurate and context-based classification of company documents. Developed an intelligent system based on context for company documents classification.

Education

Master degree on Natural Language Processing (Artificial Intelligence) at Saad Dahleb Blida University, Blida, Algeria
September 1, 2021 - June 1, 2023
Bachelor degree on Information Systems and Software Engineering at Saad Dahleb Blida University, Blida, Algeria
September 1, 2018 - June 1, 2021

Qualifications

Building Transformer-Based Natural Language Processing Applications
January 11, 2030 - December 21, 2025
Fundamentals of Deep Learning
January 11, 2030 - December 21, 2025

Industry Experience

Software & Internet, Professional Services, Media & Entertainment