Muhammad Al-Geddawy
@muhammadalgeddawy
Dedicated AI/ML Engineer specializing in deep learning and NLP.
What I'm looking for
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
Freelance ML Engineer
Freelance
Aug 2023 - Present (1 year 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.
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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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