EN TR

Hey, I'm
Ayberk.

I'm an engineer. I like making things well. I design and build software, and I enjoy the whole of that range, from shaping how using it feels and how beautiful it looks to designing the backstage that makes it efficient and reliable. The best part is watching something I built get used, seeing it make a task lighter or solve a problem. That is what keeps me building: not just the craft of it, but the satisfaction I get when I see the good it does once it is in people's hands.

SYSTEMS
Jan 2026 – Present

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.

.NET 8C#WPFSQLiteADO.NETClosedXMLClickOnce
EMBEDDED
Sep 2024 – Jan 2025

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.

PythonRaspberry PiYOLOv5YOLOv3-tinyFlaskFastAPIOpenCVPyTorch
TOOLS
Feb – Jun 2025

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.

PythonOpenCVMediaPipeNumPyPygame
ML
Sep 2024 – Jan 2025

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.

PythonFlaskFlask-SocketIOGRUPyTorchDocker
HARDWARE
Sep 2024 – Jun 2025

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.

STM32F103ADS1292RC / C++ firmwareTinyUSBFlutterDartUSB serial
SYSTEMS
Sep 2024 – Jan 2025

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.

JavaSpring BootMongoDBSpring SecurityJWTReact NativeExpoTypeScript
SYSTEMS
Sep 2024 – Jan 2025

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.

NestJSgRPCNext.js 13Apache KafkaMySQLMongoDBDockerGPTapi
HARDWARE
Sep 2022 – Jan 2023

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.

VerilogXilinx VivadoNexys A7 FPGADigital Design

SKILLS

LANGUAGES
PythonC++CUDARustGoTypeScriptSQL
ML / AI
PyTorchTritonTransformersLangChainvLLMONNX
INFRA
DockerKubernetesPostgresRedisTerraformGitHub ActionsCloudflare

EXPERIENCE

EDUCATION

Full Stack Developer Intern

Jul 2024 — Oct 2024
Mimiqit Oy (Espoo, Finland)

Took 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 2023
Cinder House, Four Seasons Hotel St. Louis (MO, USA)
Non-engineering

Covered 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 2023
21c Hotels (St. Louis, MO, USA)
Non-engineering

Picked 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 2023
Marriott St. Louis Grand (St. Louis, MO, USA)
Non-engineering

Worked 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 2023
PURE: Program for Undergraduate Research (Istanbul, Turkiye)

Ran 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 2022
OdakGIS (Ankara, Turkiye)

Helped 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 2027
University of California, Los Angeles

Bachelor of Science in Computer Science

Sep 2021 — Jun 2025
Sabancı University · Istanbul

Dean’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.
Relevant coursework & projects
  • 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
EN TR

Hey, I'm
Ayberk.

I'm an engineer. I like making things well. I design and build software, and I enjoy the whole of that range, from shaping how using it feels and how beautiful it looks to designing the backstage that makes it efficient and reliable. The best part is watching something I built get used, seeing it make a task lighter or solve a problem. That is what keeps me building: not just the craft of it, but the satisfaction I get when I see the good it does once it is in people's hands.

SYSTEMS
Jan 2026 – Present

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.

.NET 8C#WPFSQLiteADO.NETClosedXMLClickOnce
EMBEDDED
Sep 2024 – Jan 2025

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.

PythonRaspberry PiYOLOv5YOLOv3-tinyFlaskFastAPIOpenCVPyTorch
TOOLS
Feb – Jun 2025

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.

PythonOpenCVMediaPipeNumPyPygame
ML
Sep 2024 – Jan 2025

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.

PythonFlaskFlask-SocketIOGRUPyTorchDocker
HARDWARE
Sep 2024 – Jun 2025

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.

STM32F103ADS1292RC / C++ firmwareTinyUSBFlutterDartUSB serial
SYSTEMS
Sep 2024 – Jan 2025

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.

JavaSpring BootMongoDBSpring SecurityJWTReact NativeExpoTypeScript
SYSTEMS
Sep 2024 – Jan 2025

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.

NestJSgRPCNext.js 13Apache KafkaMySQLMongoDBDockerGPTapi
HARDWARE
Sep 2022 – Jan 2023

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.

VerilogXilinx VivadoNexys A7 FPGADigital Design

SKILLS

LANGUAGES
PythonC++CUDARustGoTypeScriptSQL
ML / AI
PyTorchTritonTransformersLangChainvLLMONNX
INFRA
DockerKubernetesPostgresRedisTerraformGitHub ActionsCloudflare

EXPERIENCE

EDUCATION

Full Stack Developer Intern

Jul 2024 — Oct 2024
Mimiqit Oy (Espoo, Finland)

Took 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 2023
Cinder House, Four Seasons Hotel St. Louis (MO, USA)
Non-engineering

Covered 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 2023
21c Hotels (St. Louis, MO, USA)
Non-engineering

Picked 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 2023
Marriott St. Louis Grand (St. Louis, MO, USA)
Non-engineering

Worked 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 2023
PURE: Program for Undergraduate Research (Istanbul, Turkiye)

Ran 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 2022
OdakGIS (Ankara, Turkiye)

Helped 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 2027
University of California, Los Angeles

Bachelor of Science in Computer Science

Sep 2021 — Jun 2025
Sabancı University · Istanbul

Dean’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.
Relevant coursework & projects
  • 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
ayberk@dev
EN TR
ayberk@dev:~$ whoami

Hey, I'm Ayberk

I'm an engineer. I like making things well. I design and build software, and I enjoy the whole of that range, from shaping how using it feels and how beautiful it looks to designing the backstage that makes it efficient and reliable. The best part is watching something I built get used, seeing it make a task lighter or solve a problem. That is what keeps me building: not just the craft of it, but the satisfaction I get when I see the good it does once it is in people's hands.

~/projects$ ls -la — 8 repos
view all projects →

LeaveManager: A Desktop Leave System Running Real Government Offices

SYSTEMS
Jan 2026 – Present

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.

#.NET 8#C##WPF#SQLite#ADO.NET#ClosedXML#ClickOnce

Real-Time IoT People Counting: Two Architectures for the Same Problem

EMBEDDED
Sep 2024 – Jan 2025

An IoT people-counting pipeline implemented two opposite ways, server-side inference versus on-device edge inference, to measure the compute-versus-bandwidth tradeoff.

#Python#Raspberry Pi#YOLOv5#YOLOv3-tiny#Flask#FastAPI#OpenCV#PyTorch

GhostDJ: A Music Player You Control by Waving Your Hand

TOOLS
Feb – Jun 2025

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.

#Python#OpenCV#MediaPipe#NumPy#Pygame

Real-Time Fall Detection for Elderly Care Homes Using GRU Networks

ML
Sep 2024 – Jan 2025

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.

#Python#Flask#Flask-SocketIO#GRU#PyTorch#Docker

Mobile 12-Lead ECG Platform

HARDWARE
Sep 2024 – Jun 2025

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.

#STM32F103#ADS1292R#C / C++ firmware#TinyUSB#Flutter#Dart#USB serial

ChatUp: A Spring Boot + React Native Chat Application

SYSTEMS
Sep 2024 – Jan 2025

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.

#Java#Spring Boot#MongoDB#Spring Security#JWT#React Native#Expo#TypeScript

SneakPeek: A Microservice E-Commerce Platform

SYSTEMS
Sep 2024 – Jan 2025

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.

#NestJS#gRPC#Next.js 13#Apache Kafka#MySQL#MongoDB#Docker#GPTapi

An FPGA Elevator Control System in Verilog

HARDWARE
Sep 2022 – Jan 2023

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.

#Verilog#Xilinx Vivado#Nexys A7 FPGA#Digital Design
~/skills$ cat stack.json
"LANGUAGES": [
PythonC++CUDARustGoTypeScriptSQL
]
"ML / AI": [
PyTorchTritonTransformersLangChainvLLMONNX
]
"INFRA": [
DockerKubernetesPostgresRedisTerraformGitHub ActionsCloudflare
]
~/experience$ git log
~/education$ cat edu
Jul 2024 — Oct 2024

Full Stack Developer Intern

Mimiqit Oy (Espoo, Finland)

Took 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.
Jun 2023 — Oct 2023

Food & Beverage Attendant

Cinder House, Four Seasons Hotel St. Louis (MO, USA)
// non-engineering

Covered 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.
Jul 2023 — Oct 2023

Food & Beverage Attendant

21c Hotels (St. Louis, MO, USA)
// non-engineering

Picked 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.
Jul 2023 — Oct 2023

Linen Attendant

Marriott St. Louis Grand (St. Louis, MO, USA)
// non-engineering

Worked 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.
Sep 2022 — Feb 2023

Research Assistant

PURE: Program for Undergraduate Research (Istanbul, Turkiye)

Ran 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.
Jun 2022 — Sep 2022

Backend Developer Intern

OdakGIS (Ankara, Turkiye)

Helped 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 2027
University of California, Los Angeles

Bachelor of Science in Computer Science

Sep 2021 — Jun 2025
Sabancı University · Istanbul

Dean’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.
Relevant coursework & projects
  • 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