ABOUT ME

Hi, I am Amal.

Data Science and Machine Learning enthusiast, detail-oriented, with a hacker spirit.

My areas of expertise include Statistical Analysis, Machine Learning and Natural Language Processing. I applied my knowledge in multiple application domains; e.g. fintech & investment management, social media analytics, machine translation evaluation, and building information extraction pipelines for various data types.

I hold B.Sc and M.Sc. in computer science.

LinkedIn / GitHub / GoogleScholar / Email

Portfolio

The practical tutorial I taught in the Reinforcement Learning Workshop, within the activities of the Deep Learning IndabaXEgypt at AUC, 2019. The content includes:

• Basic to advanced environments in OpenAI gym
• Q-function implementation for discrete and continuous spaces
• Epsilon-greedy algorithm with Q-learning
• Q-function approximation with DQN on Atari games

[Notebook]