Pınar Ezgi Duymuş
Verified Expert in Engineering
Full-stack Developer
Pinar has 5+ years of hands-on experience in full-stack development, specializing in Java, Spring Boot, and React. She is familiar with SQL databases (MySQL, PostgreSQL) and NoSQL databases such as MongoDB. Pinar also has experience with microservice back-end applications and data exchange applications using message brokers such as Kafka and RabbitMQ, and she developed many data science projects using Python.
Portfolio
Experience
Availability
Preferred Environment
Java 11, Spring Boot, React, PostgreSQL, Git, Python, API Development, Back-end, Database Migration, Full-stack Development
The most amazing...
...app that I’ve developed is an end-to-end data processing pipeline that combines AI-based insights and displays a dashboard with React.
Work Experience
Full-stack Engineer
Central Bank of the Republic of Turkey
- Developed microservice applications to break dependencies between applications. Used Spring Boot for microservice development and Kubernetes as a server environment.
- Migrated projects from commercialized dependencies into open-source technologies such as Kubernetes, PostgreSQL, and Apache Tomcat.
- Developed a monitoring application for data flow using Spring Boot and React.
- Added new features and improved existing ones into a React-based web application.
Data Scientist
Turkish Aerospace Industries
- Analyzed the time-series data of a plane component and developed predictive maintenance algorithms to get an insight into the decay of the plane parts. Applied Autoregressive Integrated Moving Average (ARIMA) and LSTM algorithms using Python, PyTorch, and Keras.
- Developed a data processing pipeline to improve processes in a factory. Applied image processing algorithms such as YOLOv5 to detect people and objects; also used video processing algorithms to identify people's actions. Utilized Python, PyTorch, and MySQL.
- Developed a dashboard-based surveillance system using cameras and reading camera data using FFmpeg. Used React on the front end.
Full-stack Developer
HAVELSAN
- Developed a Chrome extension to capture and record screens and integrated the extension with React. Created the user capability so users could use the recording function inside the website.
- Developed web applications using Rest APIs and React on the front end.
- Participated in defense industry software that decodes encoded aerial link-based data into meaningful commands.
Experience
Fund Management Application
Education
Master's Degree in Computer Engineering
Middle East Technical University - Turkey, Ankara
Research Asistant in Computer Science
Ecole Polytechnique Federale de Lausanne - Switzerland, Lozan
Bachelor's Degree in Computer Engineering
Bilkent University - Turkey, Ankara
Skills
Libraries/APIs
Pandas, API Development, React, REST APIs, Node.js, PyTorch, JDBC
Tools
IntelliJ IDEA, Git, GitHub, MQTT, Microsoft Excel
Languages
SQL, Java, Python, Java 11, Python 3, JavaScript, C++, TypeScript, CSS, HTML, HTML5
Paradigms
Microservices, Agile, Object-oriented Programming (OOP), Microservices Architecture
Platforms
Docker, Linux, Apache Kafka, Kubernetes
Frameworks
Spring Boot, Spring, React Native, Spring Microservice, Django, Material UI
Storage
PostgreSQL, JSON, Database Migration, MySQL, IBM Db2, MongoDB
Other
Machine Learning, Active Learning, Bayesian Inference & Modeling, CSV, Back-end, Full-stack Development, Data Analysis, OOP Designs, Lambda Functions, Front-end, ESLint, Graphical User Interface (GUI), APIs, Full-stack, Integration, RESTful Microservices, CSS5, Axios, Minimum Viable Product (MVP), Remote Sensing, Web Scraping
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