Backend Engineer | AI/NLP Specialist
Nouran Ayman is a Computer Science graduate with hands-on experience building scalable RESTful APIs using technologies like FastAPI, Node.js, and NestJS. She is proficient in database design, authentication systems, and integrating AI/NLP models into applications. Nouran is passionate about backend engineering, database systems, and enterprise solutions.
Expertise
Backend Development
Expertise in designing and implementing scalable RESTful APIs using modern frameworks like Node.js, NestJS, and FastAPI, with a strong understanding of MVC architecture and secure authentication.
Database Systems & ORM
Proficient in both SQL and NoSQL database design, including Oracle, MongoDB, MySQL, and PostgreSQL, with hands-on experience in Prisma ORM and PL/SQL.
AI/NLP Integration
Skilled in integrating advanced AI and Natural Language Processing models, such as Hugging Face Transformers, AraT5, AraBART, and mT5, into applications for enhanced functionality.
Oracle Application Development
Specialized training in Oracle Application Development, covering SQL/PLSQL, Oracle Forms, Oracle Reports, Oracle E-Business Suite (EBS) technical development, and Oracle Workflow Customization.
Selected Work
3 Projects
AI-Powered Arabic Learning Management System (Graduation Project)
Empowered Arabic-speaking learners and educators through a centralized digital platform that simplifies course delivery, student engagement, and academic progress tracking.Developed RESTful APIs for quiz generation from PDFs, student performance tracking, and integrated NLP models (AraT5, AraBART, mT5) for Arabic question generation and a recommendation system.
Order Management System
Ensured clean architecture and maintainabilityImplemented secure authentication workflows using JWT and cookies, and developed scalable backend services for product management, cart operations, and order processing using NestJS, Prisma ORM, and PostgreSQL.
Library Tracking System
Streamlined deployment through Docker containerization and optimized data retrieval with filtering and pagination.Built RESTful APIs for managing books, authors, and users with MVC architecture, secured with JWT-based authentication, and designed relational database schemas.
Experience
Completed intensive Oracle Application Development training at Next Academy, mastering SQL/PLSQL, Oracle Forms, and EBS technical development.
Graduated with a Bachelor's degree in Computer and Information Science from Ain Shams University with a GPA of 3.44/4.0.
Contributed to MSP ASU as part of a Student Activity.