Experience

  1. Postdoctoral Researcher

    InSiliChem, Universitat Autònoma de Barcelona
    • Molecular modelling of metabolizing Cytochromes P450 for the identification of new generation of pesticides.
    • Development of predictive computational models for pesticide reactivity with cytochromes P450.
    • Model deployment for predicting P450 metabolism across species, enabling multi-parameter optimization for safety, selectivity, and sustainability.
  2. Research Associate

    Abdelmalek Essaadi University
    • Delivered undergraduate lectures and seminars.
    • Assisted in biochemistry laboratory sessions.
    • Supervised bachelor’s and master’s thesis students.
    • Actively engaged in drug discovery research projects related to neurodegenerative diseases and antimicrobial resistance.
  3. Associate Researcher (Freelance)

    Future Therapeutics
    • Contributed remotely to research projects in Berlin, Germany.
    • Collaborated on computational drug discovery initiatives as an independent associate.
    Recommendation Letter
  4. Scientific Methodology Supervisor

    Al-Zahrawi International University of Health Sciences
    • Taught scientific methodology and supervised medical students in thesis writing.
    • Ensured proper research design, data analysis, and adherence to academic standards.
  5. Visiting Ph.D. Student

    Andalusian Center for Developmental Biology, University of Pablo de Olavide
    • Conducted minimal inhibitory concentration (MIC) calculations and time-kill curve assays.
    • Performed bacterial adhesion assays under the supervision of Prof. Younes Smani.
    Recommendation Letter
  6. Visiting Ph.D. Student

    Department of Environmental Engineering, University of Patras
    • Performed DNA extraction, 16S rRNA amplification, and amplicon library preparation for sequencing.
    • Conducted NGS data analysis under the supervision of Prof. George Tsiamis.
    Recommendation Letter

Education

  1. PhD Computational Drug Discovery

    Abdelmalek Essaadi University
    Thesis on Data-driven discovery of bioactive natural products: Application to neurodegenerative and infectious diseases. Supervised by Prof Amal Maurady.
    Read Thesis
  2. MSc Biology & Biomaterials

    Mohammed V University in Rabat
  3. BSc Biology & Health

    Mohammed V University in Rabat
Skills & Hobbies
Technical Skills
Python Programming

Scripting, and workflow automation

Data Science & AI

QSAR modeling, and predictive analytics

Molecular Modeling

Docking and MD simulations

Cheminformatics

Feature engineering and fingerprinting

Hobbies
Hiking

Exploring trails and nature walks

Photography

Capturing landscapes and creative shots

Indie Gaming

Enjoying creative and story-driven games

Travel

Discovering new places and cultures

Certifications
Certified Peer Reviewer Course
Elsevier Researcher Academy ∙ June 2025
Completed Elsevier’s Certified Peer Reviewer Course to strengthen peer review skills, focusing on critical assessment, constructive feedback, and academic publishing ethics.
See certificate
AI for Drug Discovery: Deep and Reinforcement Learning
Neovarsity ∙ August 2024
Credential ID: L48BPGQLGSLB
Skills: Deep Learning · Reinforcement Learning · Artificial Intelligence (AI)
See certificate
ALX AiCE - AI Career Essentials
ALX Africa ∙ August 2024
Credential ID: xJczmFPTNp. Completed core AI skills and career readiness program.
See certificate
Advanced Machine Learning for Drug Discovery
Neovarsity ∙ January 2024
Credential ID: 9XYP987W5GUA
Skills: Machine Learning · Data Analysis · Drug Discovery · Feature Engineering
See certificate
Molecular Machine Learning Foundation
Neovarsity ∙ September 2023
Credential ID: WNJIVS9L9O1M
Skills: Cheminformatics · Machine Learning
See certificate
Data Manipulation in Python: Master Python, Numpy & Pandas
Udemy ∙ March 2022
Credential ID: UC-73158c11-9559-4b2a-8c17-5952a44fd7b5
Skills: Python · NumPy · Pandas
See certificate
Computer-Aided Drug Design
Udemy ∙ February 2021
Credential ID: UC-99bfcb61-9a8a-4605-bc4d-1b9d3e568056
Skills: Computer-Aided Drug Design · Molecular Docking · Virtual Screening
See certificate
Languages
90%
English
100%
French
100%
Arabic
10%
Spanish