Coding Skills

Here is a list that shows my Python coding skills

I have a Master’s Degree in ML where I coded all ML algorithms and a GPT model from scratch.

I completed 30 Leetcode problems, and 20 Hackerrank, some with original solutions.

I completed 40+ certifications in ML/AI all in Python, each with 3-4 Python projects.

I write articles about Python speed optimization.

I was a contributor to the library Optuna.

I have programmed in Python for more than 10 years for machine learning and AI applications. During my Master’s degree, I have coded from scratch most ML algorithms, including a small GPT. Please see my article on substack where I explain how to broadcast two meshgrids of 4 and 3 dimensions to vectorize 6 levels of nested loops. In 20203-2024, I achieved 40+ certifications (all done in Python) in ML & AI from Uplimit.com, a company offering certifications prepared by industry experts. I have solved 50+ problems (including hard ones) on Leetcode (profile) and Hackerrank (my solutions) where I have 400+ kudos. Check my portfolio for a larger sample of coding skills in ML and AI. I have won a Hackaton in Gen AI, and placed 2nd to another one (see links below). Finally, I currently have 4,000 lines of Python code running in a data pipeline based on AWS Lambdas.