Kudos AI | About the Author

I'm Anas - a statistical engineer and the person behind Kudos AI. I built this site to share what I learn about machine learning in the way I wish it had been explained to me: with the math intact, the intuition clear, and working code included. What started as personal study notes has grown into a blog, a portfolio of open-source projects, and a set of interactive tools that teach AI concepts through play.

Background

I hold an engineering degree in Actuarial Science & Quantitative Finance from INSEA (Rabat), with a strong foundation in probability theory, stochastic processes, and mathematical optimization. I am an Associate Member of the Moroccan Association of Actuaries (AMA).

I have spent the past 5 years in actuarial consulting, working with leading insurers across Africa and the MENA region including Allianz, AXA, and Sanlam on P&C pricing (GLMs), reserve estimation (IFRS 17, Solvency II), and enterprise risk analysis.

Core Expertise

Statistical Modeling

GLMs, regression analysis, hypothesis testing, Bayesian inference

Machine Learning

Supervised/unsupervised learning, deep learning, NLP, computer vision

Mathematics

Linear algebra, calculus, optimization, probability theory

Technical Stack

Python, R, SQL, TensorFlow, scikit-learn, pandas

Online Certifications

TensorFlow Developer Certificate - TensorFlow Certificate Program (Oct 2022)
DeepLearning.AI TensorFlow Developer Specialization - DeepLearning.AI (Sept 2022)
Machine Learning Specialization - Stanford Online (Oct 2022)
Mathematics for Machine Learning: Linear Algebra - Imperial College London (Nov 2022)
Oracle BI 12c: Create Analyses and Dashboards Ed 1 - Oracle (Jan 2022)
Scrum Foundation Professional Certificate (SFPC) - Certiprof (Sept 2022)

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Anas HAMOUTNI