Ibtissam Zahid
@ibtissamzahid
Data Scientist focused on machine learning and chemometrics, who built a reusable pipeline to model nutrient release from controlled-release fertilizers.
MoroccoWhat I'm looking for
For my final-year engineering project, I developed machine learning models to predict nutrient release kinetics in controlled-release fertilizers. I used RDKit to generate molecular descriptors and fingerprints from SMILES, then applied feature selection and SHAP / MI-SHAP to identify key factors.
At OCP-UM6P (CEPH), I optimized phosphoric acid production through doping, analyzed experimental data, and contributed to an improved procedure. At SIOF, I monitored refining and performed physico-chemical analyses for quality control; my other projects include hyperspectral fruit classification, air quality modeling, and water potability prediction.
Experience
Work history, roles, and key accomplishments
Final-Year Engineering Project (PFE)
Machine Learning Modeling
Feb 2026 - Aug 2026 (6 months)
Developed machine learning models to predict nutrient release kinetics using experimental data, molecular descriptors, and coating properties. Applied feature selection and explainable AI techniques to identify key factors and guide optimization.
Intern
OCP-UM6P (CEPH)
Jun 2025 - Aug 2025 (2 months)
Optimized the phosphoric acid production process using doping techniques. Analyzed experimental data and contributed to developing an improved procedure, gaining hands-on experience in process optimization and quality control.
Intern
SIOF
Jun 2024 - Jul 2025 (1 year 1 month)
Monitored the refining process and performed physico-chemical analyses as part of quality control. Ensured product compliance and maintained process standards through rigorous analytical testing.
Education
Degrees, certifications, and relevant coursework
Faculty of Sciences and Technologies (FST), Fès
Engineering Degree, Analytical Sciences, Chemometrics and Qualimetrics
2023 -
Pursuing an Engineering Degree in Analytical Sciences, Chemometrics and Qualimetrics, with a focus on data science and machine learning.
Faculty of Sciences and Technologies (FST), Fès
University Diploma in Science and Technology, Biology, Chemistry, Geology
2021 - 2023
Completed a University Diploma in Science and Technology with a focus on Biology, Chemistry, and Geology.
Tech stack
Software and tools used professionally
Availability
Location
MoroccoAuthorized to work in
Salary expectations
Job categories
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