Seyitcan Öz
Software Developer & Structural Engineer
Engineering AI-powered systems for the physical world
About Me
With a degree from Middle East Technical University, I specialize in developing software that thinks like an engineer. I build powerful full-stack applications that leverage LLMs and AI to modernize structural modeling and data management
Tech Stack
Projects
Explore my recent work showcasing AI integration, full-stack development, and engineering solutions
AI Structural Modeling Application
An innovative application that leverages AI to assist in structural modeling, developed during my time at METU.
Challenge
Structural engineers spend significant time on repetitive modeling tasks and navigating complex software interfaces. Traditional structural analysis tools require extensive manual input and lack intelligent automation.
Approach
Developed an AI-powered application using Microsoft Semantic Kernel to understand natural language commands. Built a RAG system with graph databases for context-aware responses and integrated with structural analysis engines.
Solution
Created a conversational interface that allows engineers to model structures using natural language. The system interprets commands, generates structural elements, and provides intelligent suggestions—reducing modeling time by up to 60%.
LLM-Based Bank Statement Analysis
A command-line interface application that leverages Google Gemini API for advanced analysis of bank account statements.
Challenge
Manual review of bank statements is time-consuming and error-prone. Detecting unusual patterns and categorizing transactions across multiple accounts requires extensive human effort.
Approach
Leveraged Google Gemini's advanced reasoning capabilities to analyze raw bank statement data. Implemented prompt engineering techniques for accurate transaction classification and anomaly detection.
Solution
Built a CLI tool that automatically categorizes transactions with 95% accuracy and flags potential fund leakage between inter-company transfers, saving hours of manual review work.
“I can say that Seyitcan is highly skilled in his field. I reached out to him for transaction categorization. He solved the issue with the help of AI. He attended all meetings and responded to my messages quickly. I highly recommend him—I was very satisfied.”
İlker I.
Işıklar Mobilya A.Ş. • November 15, 2025
Real-Estate Management Application
A comprehensive full-stack application designed for efficient real-estate and financial management, deployed on AWS.
Challenge
Real estate companies struggle with managing contracts, tracking payments, and calculating complex interest fees across multiple properties. Disconnected systems lead to missed payments and poor customer communication.
Approach
Designed a unified full-stack platform with React frontend and Python backend. Implemented MongoDB for flexible document storage and deployed on AWS with Docker for scalability.
Solution
Delivered a comprehensive management system with automated interest calculations, PDF report generation, and integrated SMS/Email notifications—streamlining operations and improving customer engagement.
“Seyitcan turned our chaotic tracking into a smooth, automated system. He didn’t just build a tool; he gave us peace of mind and professionalized our client relations. His dedication made the whole transition effortless.”
Mehmet Ali D.
Binbay Yapı • December 20, 2025
My Journey
A timeline of my professional experience and academic background
Work Experience
Professional career path
Scientific Project Specialist
Middle East Technical University
Leading AI-driven structural engineering research, developing RAG systems and full-stack applications that bridge cutting-edge AI with practical engineering solutions.
Key Responsibilities
Engineered a sophisticated RAG (Retrieval-Augmented Generation) system, integrating Large Language Models (LLMs) with Google Embeddings and a graph database.
Built an innovative AI structural modeling application using Microsoft Semantic Kernel.
Architected a robust full-stack infrastructure featuring .NET APIs and MongoDB.
Developed intuitive user interfaces with React, Svelte, and .NET desktop technologies, and Dockerized the entire application stack for seamless deployment.
Software Developer
Prota Software
Contributed to structural engineering software development, focusing on enhancing application features and creating sophisticated 2D/3D visualization tools.
Key Responsibilities
Enhanced application functionality by implementing bug fixes, creating new plugins, and introducing innovative features.
Utilized DevExpress and devDept Eyeshot to develop and refine user interfaces and 2D/3D graphical representations.
Software Developer Internship
Prota Software
Gained hands-on experience in .NET development, algorithm implementation, and software quality assurance practices.
Key Responsibilities
Developed and implemented complex algorithms within the .NET framework.
Translated software requirements into functional code, ensuring alignment with project goals.
Conducted rigorous unit testing to maintain code quality and application stability.
Education
Academic achievements
MSc in Structural Engineering
Middle East Technical University
BSc in Civil Engineering
Middle East Technical University
Get In Touch
Open for freelance projects, consulting, and new challenges. Let's build something great together.