Merhaba, ben
Ayberk.
Makine öğrenmesi sistemleri ve etraflarındaki araçları geliştiriyorum — eğitim hatlarından üstteki cilalı ürüne kadar. Hızlı, güvenilir ve kullanması gerçekten hoş şeyler üretmeye önem veriyorum.
PROJELER
tüm projeleri gör →LeaveManager: A Desktop Leave System Running Real Government Offices
A .NET 8 desktop application that encodes Turkish leave law and office rules into one tool, built for a single manager and now used organically to manage around 60 people across multiple government offices.
Real-Time IoT People Counting: Two Architectures for the Same Problem
An IoT people-counting pipeline implemented two opposite ways, server-side inference versus on-device edge inference, to measure the compute-versus-bandwidth tradeoff.
GhostDJ: A Music Player You Control by Waving Your Hand
A webcam-based music player with no buttons and no gesture classifier, the entire interface is built from tracking two fingertips and a dwell timer, using hand-landmark detection and spatial hit-testing.
Real-Time Fall Detection for Elderly Care Homes Using GRU Networks
A real-time, server-side pipeline that monitors elderly care home residents through their smartphones and alerts staff the moment a fall is confirmed, built with a Flask/Flask-SocketIO server and a PyTorch GRU model, containerized with Docker.
Mobile 12-Lead ECG Platform
A solo, full-stack real-time electrocardiography system. A custom STM32 and ADS1292R analog front end streams cardiac signals over USB to a Flutter application that renders twelve leads on a calibrated medical grid at 60 fps, fully offline.
ChatUp: A Spring Boot + React Native Chat Application
A two-tier chat application with a Java Spring Boot REST API, MongoDB, and an Expo/React Native client, featuring JWT authentication and friend-gated messaging.
SneakPeek: A Microservice E-Commerce Platform
A full-featured online sneaker store built by a team of six over seven Scrum sprints, with a NestJS microservice backend, gRPC service mesh, and Kafka event backbone.
An FPGA Elevator Control System in Verilog
A complete elevator control system for a 5-floor building, written in Verilog and implemented on a Nexys A7 FPGA, with direction-aware request scheduling.
YETENEKLER
DENEYİM
EĞİTİM
Full Stack Developer Intern
Jul 2024 — Oct 2024Took a two-person team’s social app from concept to launch, building the database, auth, and core social features end to end.
- Part of a two-person team that designed and launched CyphrSpace, a social media app, from concept to full release.
- Designed and managed the database using Firebase and AWS for user interactions and media content.
- Implemented user authentication, including sign-in, sign-up, and backend services for managing accounts.
- Built following, messaging, comments, likes, and shares functionality.
- Built and optimized profile management — editing profiles, following others, and managing settings.
- Created video recording/publishing features and image editing tools, including cropping and camera access.
Food & Beverage Attendant
Jun 2023 — Oct 2023Covered food runner, barback, banquet server, and pool server responsibilities in a luxury hotel environment, consistently adapting to operational needs while maintaining high service standards during workloads of up to 100 hours per week.
- Undertook food runner, barback, banquet server, and pool server roles, demonstrating adaptability and teamwork in a fast-paced elite Hotel setting.
- Developed strong teamwork skills, English speaking proficiency, multitasking skills, and the ability to work under intense pressure up to 100 hours per week.
Food & Beverage Attendant
Jul 2023 — Oct 2023Picked up part-time busser, food runner, and barback shifts at 21c Hotels, keeping the restaurant and bar running smoothly during busy service.
- Worked part-time across busser, food runner, and barback roles, helping the restaurant and bar stay on top of a fast-paced hospitality environment.
Linen Attendant
Jul 2023 — Oct 2023Worked part-time as a Linen Attendant at the Marriott St. Louis Grand, keeping linen supply and turnover running smoothly across the hotel.
- Handled sorting, counting, and restocking linen across the hotel, helping housekeeping operations run on schedule during busy periods.
Research Assistant
Sep 2022 — Feb 2023Ran an NLP study on employee survey data to surface what drives organizational trust and engagement.
- Conducted an academic research study using NLP to process and evaluate 1,120 open-ended employee survey responses from 60 organizations.
- Used sentiment analysis, BERTopic-based topic modeling, and exploratory clustering techniques.
- Identified key drivers of organizational trust and workforce engagement.
Backend Developer Intern
Jun 2022 — Sep 2022Helped build the backend for a national-scale data management and analysis project alongside senior engineers.
- Worked on a national-scale project involving data management and analysis.
- Collaborated with senior backend developers to develop RESTful APIs for a new project using ASP.NET Core MVC framework and C#.
- Participated in designing and optimizing database schema for improved performance and scalability.
- Collaborated closely with frontend developers to integrate backend functionalities into the user interface.
- Contributed to code reviews, provided feedback and suggestions for code optimization and maintainability.
Master of Engineering
Sep 2026 — Jun 2027Bachelor of Science in Computer Science
Sep 2021 — Jun 2025Dean’s List (High Honors) · GPA 3.69 / 4.00 · Honor Scholarship recipient (full tuition, merit-based).
- Ranked in the top 0.04% (first 1,000) among approximately 2.6 million candidates in the 2021 Turkish national university entrance exam (YKS), earning a 4-year scholarship to Sabancı University.
- Computational Approach to Problem-Solving (Python)
- Advanced Programming (C++)
- Logic & Digital System Design (Verilog)
- Introduction to Data Science (Python, Data Extraction, Feature Engineering)
- Mobile Application Development (Java, Kotlin)
- Systems Modelling & Control (MATLAB, Simulink)
- Internet of Things (Edge Computing, BERT, GRU Networks)
- Programming Languages (Flex, Bison, Ada)
- Database Systems (MySQL)
- Machine Learning (Unsupervised Learning, CNNs)
- Software Engineering (Agile Practices, Scrum, CI/CD, Containerization, Microservices)
- Data Structures and Algorithms