Open to opportunities

Nour Letaief

@nourletaief

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Full-stack developer building AI-powered recruitment and production-ready web apps.

Tunisia

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What I'm looking for

I’m looking for an international internship where I can build production software, apply AI/ML and NLP in real products, and collaborate with an innovative team to accelerate my growth as a full-stack software engineer.

I’m a Computer Science Engineering student at ENICarthage with hands-on experience building AI-powered systems, full-stack web applications, and enterprise-grade desktop software. I like moving from requirements to deployment fast, with a focus on practical, real-world impact.

In my final-year project with CERT Tunisia, I architected and delivered a production-ready intelligent recruitment platform using ASP.NET and React. I built ML pipelines to classify CVs, predict resume-to-JD match scores, and rank candidates—using NLP techniques like TF-IDF vectorization and cosine similarity to cut manual HR screening time.

Beyond that, I developed production WordPress booking plugins with PHP, and I’ve gained operational exposure from an observational data center internship. I’m now seeking an international internship where I can contribute to an innovative team and grow as a software engineer.

Experience

Work history, roles, and key accomplishments

Final-Year Project Intern

CERT Tunisia

Feb 2025 - May 2025 (3 months)

Architected and delivered a production-ready intelligent recruitment platform with ASP.NET (backend) and React (frontend), from requirements to deployment. Built ML/NLP pipelines for CV classification and resume-to-JD match scoring using TF-IDF and cosine similarity, significantly reducing manual HR review time.

ASP.NET React Python Machine Learning NLP CV Classification TF IDF Cosine Similarity RESTful APIs Supervised Learning

Software Intern

QuetraTech

Jul 2024 - Aug 2024 (1 month)

Designed and built custom booking system plugins for WordPress using PHP, improving client scheduling workflows and user experience. Owned the full project lifecycle, including requirements gathering, iterative development, testing, and delivery of a production-ready solution.

PHP Plugin Development Requirements Gathering Agile Scrum Testing User Experience

Observational Intern

CERT Tunisia

Jan 2023 - Feb 2023 (1 month)

Observed and studied professional data center operational workflows, focusing on server management, IT infrastructure architecture, and enterprise system organization.

Data Center Operations server management IT Infrastructure Architecture Enterprise Systems Network Fundamentals Documentation