Open to opportunities

Muhammad Al-Geddawy

@muhammadalgeddawy

Message

Dedicated AI/ML Engineer specializing in deep learning and NLP.

Egypt

Message

What I'm looking for

I am looking for opportunities that foster innovation and collaboration, where I can apply my AI/ML skills to impactful projects and continue to grow professionally.

I am an AI/ML Engineer with a strong focus on deploying and optimizing deep learning models for various applications. My experience spans both academic and industry settings, where I have successfully developed innovative solutions in machine learning, natural language processing, and computer vision. I thrive on challenges and am dedicated to delivering high-quality results.

Currently, I am working as an R&D AI/ML Engineer at Cybral, where I developed a deep learning model for malware detection and optimized Named Entity Recognition systems. My contributions have significantly improved cybersecurity workflows and model performance, showcasing my ability to leverage state-of-the-art tools and methodologies. I am passionate about collaborating with teams to solve complex problems and drive technological advancements.

Experience

Work history, roles, and key accomplishments

Current

Freelance ML Engineer

Current

Freelance

Aug 2023 - Present (2 years 10 months)

Applied Siamese and ProtoNet networks for API call classification, identifying malicious patterns with limited data. Deployed GANs for grayscale-to-color image transformation, with options for predefined or reference-based colorization.

Machine Learning Deep Learning API Classification Image Processing PyTorch TensorFlow Python OpenCV

R&D AI/ML Engineer

Cybral

Aug 2023 - Jan 2025 (1 year 5 months)

Developed a deep learning model for malware detection by converting executable files (.exe) into images. Designed classification systems to differentiate malicious and benign code, optimizing cybersecurity workflows.

Deep Learning Cybersecurity Pytest Redis Python Machine Learning NLP PyTorch TensorFlow

Education

Degrees, certifications, and relevant coursework

Egypt – Japan University of Science and Technology

Bachelor's in Mechatronics Engineering, Mechatronics Engineering

Studied Mechatronics Engineering at the Egypt – Japan University of Science and Technology. The program focused on integrating mechanical engineering, electrical engineering, computer science, and control engineering.