SOMAYEH ABDOLJAVADI

At IOquest, I design and deliver end-to-end AI/ML solutions from research and model development to production deployment and real-world impact. My work focuses on advanced AI systems, particularly around LLMs, Retrieval-Augmented Generation (RAG) architectures, AI agents, and Generative AI. I design scalable ML pipelines, build intelligent search and knowledge systems, and develop AI-driven products that transform unstructured data into actionable insights. I have taken machine learning models all the wa

- Developed, implemented, supported, and maintained data analytics protocols, standards, and documentation. - Developed a database platform inspired by PostgreSQL as a local database platform. - Developed a platform to migrate data from a relational database to a key-value database. - Experience in config database machines in PostgreSQL as master, barman, and replica(synchronous, asynchronous) and also migrating data between database machines. - Developed a platform to invert index data. - Modified existing

- design databases and table structures following SQL, PostgreSQL, and SQLite. - Developed software for both desktop and mobile operating systems. - Developed software using languages c, Payton, and unity. - Developed site using language ASP.NET, HTML, CSS, and PHP

- Tested and evaluated student progress to determine the effectiveness and impact of teaching methods, materials, and projects. - Successfully improved coding students’ windows applications and web applications through some coding languages like c, c, asp.net, PHP, javascript, HTML, jquery, and SQL. - Trained and developed students’ skills in word processing, spreadsheet, and database programs.

Planned website development, converting mockups into usable web presence with HTML, JavaScript, JAX, and JSON coding. - Designed websites using HTML, CSS, JavaScript, PHP, and jQuery languages.

- Worked with teachers to design lesson plans and coordinate activities for classes, consistently noting successful ideas and identifying areas for improvement. - Worked with the lead teacher to monitor class schedule and take attendance. - Implemented practice exercises and used repetition, enabling students to grasp new concepts quickly. - Organized and guided skills practice, research, and memorization tasks for students.

My thesis, titled "Feature Selection based on Many-Objective Fuzzy Harmony Search in Text Mining," demonstrates my expertise in applying these skills and technologies to solve real-world problems. I have a strong background in AI, including fuzzy logic, z-numbers, neural networks, machine learnin

My thesis, titled "I conducted research on web mining and recommended systems for web pages." As a teacher assistant, I have provided guidance and mentorship to students, fostering their academic and personal growth. In addition, I have gained experience in software development best practices thr