RAG in Educational Platforms: Transforming Learning with AI
Discover how Retrieval-Augmented Generation is revolutionizing educational technology by providing contextually relevant, accurate information to students in real-time.
AI Engineer & Data Scientist
MSc in Artificial Intelligence | BA in Software Engineering
Building the future with code, data, and machine learning. Passionate about creating solutions that make a difference.
AI Engineer & Full-Stack Developer with 2+ years of experience designing and deploying production-grade systems for EdTech and nonprofit organizations. Currently pursuing a Master's in Artificial Intelligence at the University of St Andrews to deepen expertise in deep learning and broaden applications across diverse industries.
For the past year at Kaaj Education Organization, my team and I architected and developed a custom LMS from the ground up, enabling scalable online education for 1,000+ students. We built and deployed an AI-powered Project-Based Learning platform and RAG tutor, leveraging behavioral data and context engineering to deliver personalized learning experiences. This transition from Moodle increased student engagement by 40% within 3 months, growing to 100+ daily active users and positioning the platform to scale to over 10,000 learners.
My technical expertise spans AI/ML (PyTorch, TensorFlow, Scikit-Learn, LangChain, RAG systems), data science (Pandas, NumPy, Matplotlib, Seaborn), full-stack development (React, Next.js, Django, FastAPI), and DevOps (Docker, Kubernetes, CI/CD). I'm passionate about building intelligent systems that make a real-world impact.
University of St Andrews
Aug 2025 - Aug 2026
Member of STACS, WICS, and AI Society
Recipient of St Leonards Global Talent Scholarship
American University of Central Asia
Sep 2021 - June 2025
President of GDGC (Google Dev), and member of Competitive Programming Club
Awardee of the US Embassy Future Leaders Scholarship
KaajEducation.org
Sep 2023 – Present
As a Product-Focused Machine Learning Engineer & EdTech Developer, I designed, built, and scaled technology that drives meaningful learning outcomes for over 1000 students. My work integrates full-stack engineering, AI systems design, and user-centric product strategy to deliver impactful digital learning experiences at scale.
OSUN (Open Society University Network)
May 2023 - May 2024
Assistant for research on education equality and students performance trends in Kyrgyzstan. Utilizing Python, Pandas, Numpy, and Scikit Learn for predictive modeling and pattern recognition. Research results culminated in a comprehensive case study published in the OSUN journal.
EdguBilig.org
Dec 2022 – May 2023
I built and optimized the digital experience for a leading online magazine in Central Asia, focusing on performance, usability, and scalable frontend architecture. Serving over 10,000 monthly active users.
YellowSpace.art
Jun 2022 - Aug 2022
Developed the Student Magazine web application using MERN stack and AWS cloud storage. Serving as backend developer and UI/UX designer. With more than 20 authors and 100+ articles published.
UCA (University of Central Asia)
Oct 2021 - May 2022
Tutoring Web development for over 20 students, covering HTML, CSS, and JavaScript at UCA's Computer Science department.
Shift-Ed
Jun 2021 - Aug 2021
Gaining technical skills in web development and design. Learning and applying HTML, CSS, Javascript, and Figma.
Sentence-Transformers
Celery
A Custom LMS built for Kaaj Education to streamline course delivery, student management, and digital learning workflows. The platform integrates advanced RAG (Retrieval-Augmented Generation) and agentic AI systems to deliver personalized learning experiences, adaptive feedback, and scalable content delivery for students and instructors.
Discover how Retrieval-Augmented Generation is revolutionizing educational technology by providing contextually relevant, accurate information to students in real-time.
Learn how to leverage sentence transformers for creating semantic embeddings of SQL database content, enabling powerful search and recommendation features without massive infrastructure.
From development to production: learn the practical steps to deploy ML models with confidence, including cloud platforms, containerization, and monitoring strategies.
"I thought it was impossible to make a platform with features as our product in such a short time, but Abdullah proved me wrong."

Sakhi Ataye
Executive Lead of Kaaj Education
"I've never met a developer who truly cares about their team success like Abdullah does."

Zhapar Manas Uluu
Chief Web Officer of EdguBilig
"Abdullah established himself as a reliable, responsible, and helpful leader. Based on limited instructions he was able to begin working toward a common goal while exploring a variety of tools and techniques in the digital sphere."

David W. Fingerote
Project Manager of ShiftED