AI Engineer with 6+ years in Generative AI & Production AI Systems
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Assessing your cultural and operational fit
AI Engineer with hands-on experience building production-oriented AI systems across LLM applications, RAG pipelines, voice agents, and Computer Vision solutions. Experienced in benchmark design, retrieval evaluation, prompt engineering, AI workflow optimization, and deploying scalable AI services on Linux/VPS and cloud-based environments. Comfortable owning end-to-end AI system delivery including data preparation, backend APIs, model integration, deployment, validation, testing, fine-tuning, and operational reliability.
Cairo University
B.Sc. · Computer Science
N/A – June 30, 2023
Fun&Value
AI Engineer
November 1, 2025 – Present
India
Electro Pi
AI Engineer
October 1, 2024 – Present
Cairo, Cairo Governorate, Egypt
Upwork & Mostaql
AI Engineer
June 1, 2022 – Present
India
Traffic Accident Detection
June 29, 2026 – January 1, 2023
Graduation Project: Traffic Accident Detection using YOLO / Faster R-CNN / SSD MobileNet; dataset preparation and real-time optimization.
ECPC: 8th place (Egyptian Collegiate Programming Contest)
Unknown
June 1, 2026 – Present
ITI Hackathon: 2nd place (AI track)
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's experience spans full-time, part-time, and freelance roles, demonstrating adaptability and a proactive approach to gaining diverse experience. Involvement in competitive programming and hackathons (ECPC, ITI Hackathon) suggests a drive for excellence and problem-solving, which aligns well with an innovative AI engineering culture. The variety of projects (traffic accident detection, recommendation systems, industrial CV, STT, voice agents) indicates a broad interest and ability to apply AI across different domains.
Soft Skills & Operational Fit
The candidate's resume indicates a strong focus on practical application and end-to-end system delivery, suggesting good operational fit. The project descriptions imply an ability to work independently and contribute to complex systems. However, without direct assessment data on communication or teamwork, soft skills are inferred from the quality of the resume content.