Yuce Demirayak
Full-Stack Engineer with AI Focus
Yuce Demirayak
About Me
I'm a multidisciplinary software engineer with a strong focus on full-stack web development and AI integration. I build scalable applications using modern frameworks like React, FastAPI, and .NET, combining robust backend systems with clean, responsive user interfaces.
In parallel, I develop and deploy computer vision models using PyTorch, focusing on object detection and intelligent automation.
I enjoy bridging the gap between smart systems and real-world usability — from REST APIs and CLI tools to AI-driven user interfaces. As a tech enthusiast, I also explore embedded systems and hardware-based projects as a hobby, staying hands-on and curious across the stack. Currently focused on delivering efficient, scalable, and AI-enhanced software solutions.
- Age33
- ResidenceTurkey
- Email[email protected]
- Phone+90 549 249 4942
Resume
Experience
Feb 2023 - Continues
Filossoft YazılımFull Stack Engineer
Laboratory Management System Project:
- Led the team by managing coordination and providing technical guidance to ensure timely and successful project completion.
- Contributed to building a sustainable and modular structure by applying Atomic Design Architecture with ReactJS on the front-end.
- Designed API endpoints using .Net Core for back-end development and successfully implemented business logic.
- Analyzed data migration processes from the old system to the new one, ensuring a seamless and accurate transition.
- Actively participated in process analysis to clarify business requirements and define precise project objectives.
Metalis AI Project:
- Designed a modern and user-friendly interface using ReactJS, ensuring an effective and intuitive user experience.
- Developed a high-performance, scalable RESTful API using Python FastAPI.
- Built deep learning models with TensorFlow for X-ray image classNameification and disease prediction, improving accuracy rates.
- Played an active role in all project stages, including data processing and integrating models into the system.
Aug 2022 - Feb 2023
Bicubiq Technology and Digital MarketingFull Stack Developer
CRM Project:
- Designed and developed a CRM system enabling users to manage clients, companies, opportunities, support requests, and reports efficiently.
- Applied Atomic Design Architecture with ReactJS to create a modular and maintainable front-end structure.
- Contributed to building a high-performance and reliable API infrastructure using FastAPI for the back-end.
- Developed the entire architectural design from scratch, ensuring functionality and scalability.
Aug 2015 - Sep 2015
Matesis MühendislikIntern Mechanical Engineer
Heating and Mechanical Installation Calculation Application:
- Developed a Windows Form application using Visual Basic that processed authorization data from a remote MSSQL database, calculated heating requirements based on material inputs, and determined suitable radiator types.
- Gained valuable experience by learning programming and applying newly acquired skills directly to the project.
- Contributed to the design of mechanical installation projects using AutoCAD, supporting engineering processes effectively.