Ahmed ElSheikh elsheikh21

🎯

AI Security Engineer, GSoC 2025 Mentor, OWASP AI Exchange Core Author, AI MSc holder, EMNLP 2021 Publisher,

Achievements

elsheikh21 /README.md

🔭 I published a paper in EMNLP2021 outperforming current SOTA in WSD with 65% reduction in number of trainable parameters, Paper: "Integrating Personalized PageRank into Neural Word Sense Disambiguation "
📝 Artificial Intelligence and Robotics Masters holder from Sapienza University of Rome
🌱 I’m currently using [ML/DL Projects] Python, Scikit-learn, PyTorch && [Web Dev] React JS, CSS, HTML, Django-py, psql
👨‍💻 All of my projects are available at my e-portfolio
📫 How to reach me aelsheikh13@gmail.com
📄 Know about my experiences in my resume
⚡ Fun fact I'm a Bachatero, poet, amature cook, amature baker

car-racing-ppo car-racing-ppo Public

Implementation of a Deep Reinforcement Learning algorithm, Proximal Policy Optimization (SOTA), on a continuous action space openai gym (Box2D/Car Racing v0)

Python 49 6
malware-analysis malware-analysis Public

using Drebin dataset to distinguish between malwares and not malwares

Jupyter Notebook 13 12
population-based-training-of-NNs population-based-training-of-NNs Public

Applying PBT optimization technique to different domains

Python 10 3
cross-natural-language-inference cross-natural-language-inference Public

ZeroShot XNLI

Python 2
elsheikh21.github.io elsheikh21.github.io Public

Portfolio

SCSS
neural-pagerank-wsd neural-pagerank-wsd Public

Forked from SapienzaNLP/neural-pagerank-wsd

Exploiting the global WordNet graph to perform WSD

Python 1