Zakaria Daoudi

Physicist by training, machine-learning engineer by profession. I develop and validate predictive models, provide scientific consulting in physics and mathematics, and write technical and scientific documents.

[Image: Zakaria Daoudi smiling, beneath a hand-painted ceiling of colourful floral motifs and tiles]

Expertise

Areas of work

Machine learning, physical modelling and scientific writing.

Data Science & Machine Learning

Statistical and machine-learning models, from prototype to production, with explicit validation.

  • Predictive and statistical models to support decisions
  • Deep-learning models, from prototype to production
  • Data cleaning, exploratory analysis and visualisation

Physics & Mathematical Modelling

Analytical and numerical models derived from first principles.

  • Analytical and numerical models, from first principles to working code
  • Monte Carlo simulation and uncertainty analysis
  • Forecasting and time-series models for decisions under uncertainty
  • Expert input on physics, mathematics and engineering problems

Scientific Writing, Editing & Translation

Technical and scientific documents for specialist and general readers.

  • Technical reports, white papers and product documentation
  • Publication-quality LaTeX documents and figures
  • Curricula and educational content
  • Scientific proofreading, and translation between English, French and Arabic

Latest research

View all research

Client feedback

Selected feedback from completed freelance engagements, each rated 5.0 on Upwork.

Zakaria is a brilliant dude! We had a challenging technical problem where we had to make a simulation for an extensive cathodic protection system and he just helped us CRUSH the math.
Cathodic-protection simulation · 2023
Zakaria was extremely helpful, and knowledgeable - both completing tasks to a high standard within a timely manner. He was super responsive and easy to work with, would definitely recommend!
Monte Carlo simulation in Fortran · 2023
Job has been completed exceptionally good. I have received more than my expectations… Possesses good theoretical and practical skills to complete the task… All tasks are solved in time and remained available throughout project.
Quantum information theory programming · 2023
Excellent translation work and math knowledge. Responsive and delivered assignments on time. Would hire again!
English–Arabic mathematics translation · 2025

See all reviews on Upwork