About Me
AI Engineer (LLM Agents & RAG) & Full-Stack Software Engineer bridging research with production systems
Professional Journey
I'm an AI Engineer and Full-Stack Software Engineer who graduated with an M.S. in Computer Engineering (High Honour, CGPA 3.86/4.00) from Eastern Mediterranean University with 5 years of experience building LLM agents, RAG pipelines, and full-stack AI products with Python, FastAPI, and Next.js.
I authored an IEEE SIU 2026 paper on LLM intent recognition and completed my Master's thesis on a RAG framework with Direct Preference Optimization (DPO). Currently, I work as a Software Engineer at ComTech Ltd, where I architect and build an AI real-estate search and CRM platform powered by LangGraph, OpenAI Agents SDK, Supabase PostgreSQL, and pgvector.
Experienced in agentic workflows, multi-step conversational tasks, vector search, and messaging-platform integrations (including Telegram Bot API), I focus on delivering production-grade, autonomous AI solutions.
Education
M.Sc. Computer Engineering
Eastern Mediterranean University
Thesis: A Retrieval-Augmented Generation (RAG) Framework for Customer Service System Fine-Tuned with Direct Preference Optimization
B.Sc. Information Systems
Eastern Mediterranean University
Professional Journey
Building innovative solutions across research, development, and technology
Software Engineer (AI & Full-Stack)
ComTech Ltd
Architecting and building an AI-powered real-estate search and CRM platform with Next.js, React, TypeScript, Python, FastAPI, LangGraph, OpenAI Agents SDK, and Supabase.
Frontend Developer & Startup Contributor (Part-time)
Codetoproducts (Biliyo)
Built responsive, production-ready interfaces for the Biliyo marketplace application using React, TypeScript, Tailwind CSS, Material UI, and Redux.
Lecturer, CMPE353: Database Management Systems
Eastern Mediterranean University
Designed and delivered an undergraduate course covering relational databases, SQL, ER modelling, and normalisation.
Research & Teaching Assistant
Eastern Mediterranean University
Conducted NLP/LLM research on RAG and DPO while supporting undergraduate Computer Engineering courses.
Software Engineer
ComTech Ltd
Engineered features for a real-time IoT Management System and Payeda, an open banking platform, using React, Node.js, MongoDB, and MySQL.
Featured Projects
A showcase of my recent work in research, development, and innovation
AI Real-Estate Search & CRM Platform
AI & AgentsAI-powered real-estate search and CRM platform. Built with Next.js, React, TypeScript, Python, FastAPI, LangGraph, OpenAI Agents SDK, and Supabase. Features agentic AI workflows su...
RAG-Based Customer Service System
AI ResearchAdvanced AI-powered customer service system using Retrieval-Augmented Generation with Direct Preference Optimization for enhanced response quality and user satisfaction. My Master'...
Biliyo E-Commerce Platform
E-CommerceModern e-commerce marketplace built with React and TypeScript, enabling buyers and sellers to trade products with comprehensive seller management and user experience features. A co...
IoT Smart Device Management
IoTComprehensive IoT application for managing smart devices with real-time monitoring, control interfaces, and data analytics dashboard. Full-stack IoT solution developed at ComTech L...
Payeda - Open Banking Platform
FinTechRevolutionary Open Banking ecosystem for SMEs and businesses, providing unified customer + supplier portal, payment environment, and accounting data integration. PAYEDA is a compre...
Technical Expertise
Comprehensive skill set spanning AI research, full-stack development, and modern technologies
AI & LLMs
Frontend Development
Backend & Data
APIs & Integrations
DevOps & Cloud
Programming Languages
Get In Touch
Let's collaborate on your next project or discuss exciting opportunities in technology and research
Contact Information
I'm always interested in hearing about new opportunities, whether that's for a role, a project, or just a conversation about technology and innovation. Feel free to reach out!