Machine-learning, research and consulting roles in physics and mathematics, most of them on remote or freelance contracts.
Apr 2025 – Present
Remote
Astronomy section: sky charts prepared from scientific data with astronomy software, and the accompanying texts.
May 2023 – Present
Remote
Subject-matter expert in physics, mathematics and Arabic: difficult problems in these fields, written to train and evaluate large AI models for leading AI companies.
Feb 2024 – Apr 2025
Remote
Proofreading and review of mathematical content.
Oct 2022 – Jan 2025
Remote
Subject-matter expert in physics, mathematics and Arabic: difficult problems in these fields, written to train and evaluate large AI models for leading AI companies.
Jun 2023 – Oct 2024
Remote
Design of mathematics and science curricula.
May 2023 – Jul 2024
Remote
Graduate-level physics and mathematics problems designed to expose model failures, used in AI safety and alignment research.
May 2023 – Sep 2023
Remote
Mathematical model of soil corrosion for the simulation of impressed current cathodic protection of buried pipelines.
Mar 2024 – May 2025
Algiers, Algeria
System for the automatic detection of tuberculosis, pneumonia and other lung abnormalities in chest X-ray images.
Jan 2024 – Apr 2025
Remote
Design of cost and loss functions for machine-learning models trained on large datasets.
Agro Tech
Sep 2021 – Jun 2023
Constantine, Algeria
Machine-learning pipeline combining satellite imagery, local weather data and farmer inputs to predict wheat and olive yields and to detect early signs of plant disease.
Jan 2025 – Present
Algiers, Algeria
Public lectures on physics.
Biochemistry and Genetics Laboratory, Badji Mokhtar University Annaba
Feb 2023 – Jun 2024
Annaba, Algeria
Development and fine-tuning of a machine-learning model for the analysis of biochemical and genetic data.
Sep 2020 – Jun 2024
Annaba, Algeria
Voluntary teaching of physics and mathematics to students from disadvantaged backgrounds.
Frères Mentouri University Constantine 1
Sep 2018 – May 2019
Constantine, Algeria
Course on the philosophy of quantum mechanics.