IAIslam Ayman
@islam_ayman
Lead software engineer specializing in Python, AI model refinement, and scalable APIs.
EgyptWhat I'm looking for
I am a Lead Software Engineer with deep experience building and refining AI systems and scalable web services. I have led diverse teams to improve large language models using evaluation methodologies, RLHF techniques, and systematic training iterations that boosted model performance and reliability.
My career spans backend and full-stack development across healthcare, real estate, industrial analytics, and military domains, where I designed microservices, high-availability APIs, and integration tooling supporting millions of users. I combine strong Python expertise with modern stacks like FastAPI, Django, React, Docker, and cloud platforms to deliver production-ready solutions.
I value rigorous engineering practices, measurable impact, and cross-functional collaboration. I seek roles where I can lead technical efforts, mentor engineers, and drive product improvements through data-driven AI training and robust software architecture.
Experience
Work history, roles, and key accomplishments
TULeading a diverse team of AI trainers to refine and optimize a large language model, implementing evaluation methodologies and training iterations that improved model reasoning, performance, and user experience.
TUImplemented reinforcement learning techniques and led evaluation sessions to refine a large language model, boosting model accuracy and reliability through systematic training processes.
Software Engineer
ListWithClever.com
Jun 2023 - Nov 2023 (5 months)
Architected and maintained core API infrastructure for agent, customer, loan officer, and manager data and developed a high-performance asynchronous service to streamline cross-system data transfer.
Senior Python Developer
Lean.sa
Jan 2021 - Aug 2023 (2 years 7 months)
Developed scalable microservices and APIs for Sehhaty, an e-health app serving 30M+ users, ensuring high availability and performance for nationwide Ministry of Health services.
Senior Python Developer
Signit.sa
Jan 2022 - Feb 2022 (1 month)
Implemented core functionality for a secure digital signature platform, including file upload services and organization management systems to enable enterprise-ready capabilities.
Senior Python Developer
Jareed.net
Aug 2021 - Dec 2021 (4 months)
Developed a dynamic newsletter CMS with advertisement segmentation and automated delivery, improving targeting precision and streamlining publishing workflows.
Python Full-Stack Developer
Technical Research Center of the Egyptian Armed Forces
Apr 2019 - Apr 2021 (2 years)
Engineered secure management systems for sensitive military operations, meeting strict security protocols while optimizing operational efficiency and command visibility.
Designed and deployed Python web applications for global clients including e-commerce and CMS solutions, focusing on scalability and performance for enterprise and SMB use cases.
Architected and deployed scalable Python/PHP web applications for international clients, focusing on performance optimization and responsive design across projects.
Education
Degrees, certifications, and relevant coursework
AUAlexandria University
Bachelor of Science, Electronics and Communications Engineering
2013 - 2018
Grade: 2.9
Activities and societies: Software development focus; NASA Space Apps nominee (Apr 2017)
Completed a Bachelor of Science in Electronics and Communications Engineering with a focus on software development, covering embedded systems, signal processing, and software engineering principles.
Tech stack
Software and tools used professionally
Availability
Location
EgyptAuthorized to work in
Social media
Job categories
Skills
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