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Hello! I’m Safa Abid, an AI engineer passionate about building robust and scalable AI systems, from data pipelines to deployed model services. I enjoy solving real-world problems with hands-on experimentation, rigorous evaluation, and collaborative teamwork. In my roles to date, I’ve contributed to end-to-end LLM evaluation, computer vision, and ML-driven product features, always aiming for practical impact and maintainable solutions. I thrive in agile settings, love learning new techniques, and take pride in shaping high-quality, user-focused AI applications. I’m proactive, curious, and committed to continuous improvement through both human-centered and automated evaluation, with a strong emphasis on reliability, scalability, and security.…Hello! I’m Safa Abid, an AI engineer passionate about building robust and scalable AI systems, from data pipelines to deployed model services. I enjoy solving real-world problems with hands-on experimentation, rigorous evaluation, and collaborative teamwork. In my roles to date, I’ve contributed to end-to-end LLM evaluation, computer vision, and ML-driven product features, always aiming for practical impact and maintainable solutions. I thrive in agile settings, love learning new techniques, and take pride in shaping high-quality, user-focused AI applications. I’m proactive, curious, and committed to continuous improvement through both human-centered and automated evaluation, with a strong emphasis on reliability, scalability, and security.

Safa ABID

AI Engineer, Data Scientist, Full Stack Developer, +5

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Hello! I’m Safa Abid, an AI engineer passionate about building robust and scalable AI systems, from data pipelines to deployed model services. I enjoy solving real-world problems with hands-on experimentation, rigorous evaluation, and collaborative teamwork. In my roles to date, I’ve contributed to end-to-end LLM evaluation, computer vision, and ML-driven product features, always aiming for practical impact and maintainable solutions. I thrive in agile settings, love learning new techniques, and take pride in shaping high-quality, user-focused AI applications. I’m proactive, curious, and committed to continuous improvement through both human-centered and automated evaluation, with a strong emphasis on reliability, scalability, and security.…Hello! I’m Safa Abid, an AI engineer passionate about building robust and scalable AI systems, from data pipelines to deployed model services. I enjoy solving real-world problems with hands-on experimentation, rigorous evaluation, and collaborative teamwork. In my roles to date, I’ve contributed to end-to-end LLM evaluation, computer vision, and ML-driven product features, always aiming for practical impact and maintainable solutions. I thrive in agile settings, love learning new techniques, and take pride in shaping high-quality, user-focused AI applications. I’m proactive, curious, and committed to continuous improvement through both human-centered and automated evaluation, with a strong emphasis on reliability, scalability, and security.

Available to hire

Hello! I’m Safa Abid, an AI engineer passionate about building robust and scalable AI systems, from data pipelines to deployed model services. I enjoy solving real-world problems with hands-on experimentation, rigorous evaluation, and collaborative teamwork. In my roles to date, I’ve contributed to end-to-end LLM evaluation, computer vision, and ML-driven product features, always aiming for practical impact and maintainable solutions.

I thrive in agile settings, love learning new techniques, and take pride in shaping high-quality, user-focused AI applications. I’m proactive, curious, and committed to continuous improvement through both human-centered and automated evaluation, with a strong emphasis on reliability, scalability, and security.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

French

Advanced

English

Fluent

Spanish; Castilian

Intermediate

Arabic

Fluent

Work Experience

Generative Artificial Intelligence Engineer — End-of-Studies Internship at ALTEN Rennes

September 1, 2025 - October 27, 2025

Led a functional and technical scoping phase for an LLMs Ops pipeline to evaluate automatic summarization models. Designed a modular architecture for automated evaluation of LLMs, including components for assessment, human supervision, and model orchestration. Conducted a comparative study of LLM evaluation approaches (classic metrics, RLHF, LLM-as-a-Judge), identifying their strengths, limitations, and use cases. Designed a questionnaire for the first pilot phase of the campaign, ensuring clarity and relevance of the questions. Integrated targeted human feedback on a small sample of outputs to calibrate the questionnaire, measure annotator agreement, and optimize evaluation timing. Implemented automatic evaluation using the “LLM-as-a-judge” paradigm, leveraging separate language models to assess the core competencies demonstrated in the summarization task. Analyzed evaluation results to identify trends, quantify performance, and guide improvements in both human and automated asses

Research and Development Engineer at Docaposte

August 1, 2024 - October 27, 2025

Developed an algorithm for detecting graphical inputs with text and graphical components from images, named GANaM. Generated and annotated a dataset specific to GANaM, including over 10,000 examples, for improved text recognition accuracy. Extended and enhanced an existing text recognition dataset, boosting performance by 70%. Collaborated effectively within an agile team environment.

Generative Artificial Intelligence Engineer at ALTEN Rennes

September 1, 2025 - October 27, 2025

Led scoping and design of an LLMOps pipeline to evaluate automatic summarization models; designed a modular architecture enabling assessment, human supervision, and model orchestration for end-to-end evaluation; conducted comparative study of LLM evaluation approaches (classic metrics, RLHF, LLM-as-a-Judge); drafted the pilot questionnaire and integrated targeted human feedback to calibrate outputs and measure annotator agreement; implemented automatic evaluation using the LLM-as-a-judge paradigm; analyzed results to guide improvements in both human and automated assessment workflows.

Research and Development Engineer at Docaposte

August 1, 2024 - October 27, 2025

Developed GANaM, an algorithm for detecting graphical inputs with text and graphical components; generated and annotated a dataset of over 10,000 examples; extended and enhanced an existing text recognition dataset, boosting performance by 70%; collaborated effectively within an agile team environment.

Research and Development Engineer at Docaposte

February 1, 2023 - August 31, 2024

Developed GANaM, an algorithm for detecting graphical inputs with text and graphical components from images; generated and annotated a dataset with over 10,000 examples; extended and enhanced an existing text recognition dataset, boosting performance by 70%; collaborated effectively within an agile team.