Projects

Sport with AI

• Developed an application that analyzes exercise movements through image processing.

• Completed design and coding with a team of three as a thesis project.

• Used Angular for frontend, NodeJS for backend, Flutter for mobile development, and Python for artificial intelligence.

• Implemented photo uploading (EC2), text sharing (MongoDB), and caching structure (Redis) for the social media section.

Tech Stack: NodeJS (NestJS, TypeScript), Python, Flutter, Angular, Firebase, MongoDB GitHub Link: https://github.com/Furkan-Gulsen/sport-with-ai-monorepo

Turkce Go Docs (650⭐️ +)

This repo is a series of tutorials for those who want to learn Go quickly. It covers 40 topics in total, covering the basic structures of the language through examples.

GitHub Link: https://github.com/Furkan-Gulsen/turkce-go-egitimi

E-Commerce Microservice

• To ensure a C2C portal's high availability, I designed a system with horizontal scaling, microservices, and loosely coupled services with clear communication. I also implemented a monitoring mechanism to inspect the service health and availability.

• I implemented a distributed data storage system that follows the CAP theorem and ensures high availability for both the database system and object storage across multiple regions.

• I followed the CQRS pattern to achieve a clear separation between write and read operations.

Tech Stack: NodeJS, MongoDB, PostgreSQL, GraphQL, Redis, Docker, AWS: Serverless (Lambda), CDK, ECS, EC2, S3, API Gateway, CDN GitHub Link: https://github.com/Furkan-Gulsen/e_commerce_microservice

Kubernetes Docs

I decided to tidy up my Kubernetes-related notes, articles, and projects and share them in a GitHub Repo 🎉

Artificial Intelligence Development with TensorFlow

On this repo, there are detailed explanations and projects about deep learning and machine learning using TensorFlow in Turkish.

Face Classification

In this project, one or more human faces are detected in real time and predictions are made about the faces detected by AI models trained in the background.

Tech Stack: Python (TensorFlow) GitHub Link: https://github.com/Furkan-Gulsen/face-classification

Social Distance Detection

It is a mid-level project that measures the social distance between people in the video through YOLOv3, OpenCV and algorithms, and shows this visually and numerically.

Tech Stack: Python (TensorFlow) GitHub Link: https://github.com/Furkan-Gulsen/social-distance-detection