enes çakmak
Hi, I'm Enes Çakmak, a Computer Engineering graduate from Marmara University seeking a Junior Backend or Full-Stack Developer role. I build internal services and REST APIs with .NET 10, C#, and Kotlin with Spring Boot on PostgreSQL, and ship production frontends with React and TypeScript.
Featured Project
View All ProjectsMovie Recommendation Web App
View ProjectFull-stack recommendation platform built on the MovieLens ml-32m dataset (32M ratings, 87,585 movies). Sign in with Google, rate movies, and get personalized picks from an offline-trained item-item collaborative filtering engine served as a static lookup table — no MovieLens user data ever reaches the browser.
Projects
View All ProjectsHighlighted work from my resume and recent development
Movie Recommendation Web App
Full-stack recommendation platform on the MovieLens ml-32m dataset (32M ratings). Sign in with Google and rate movies to get personalized picks from an offline-trained item-item CF engine served as a static lookup table, deployed on Cloudflare Workers with D1.
Project & Research Paper: Game Analysis with Image Processing
Computer vision system that reads Okey tiles from a photo and recommends the optimal move, using YOLOv8-Nano detection (99.4% mAP50) plus ResNet-18 classification (97.26%), with a DFS + memoization solver running in-browser under 10ms.
Publication: Healthcare Sentiment Analysis with NLP
Co-authored an NLP paper published by BIDGE Yayınları, processing 12,600+ patient reviews from the NHS and RateMDs APIs and reaching a 76% F1-score with RoBERTa.
Research Paper: Suicide Content Detection
Authored a research paper on detecting suicidal intent in social media posts with deep learning, comparing two novel models and achieving 97% accuracy.
To-Do App
Full-featured to-do app — REST API + React SPA on a single Cloudflare Worker. Google sign-in, tags, subtasks, drag-and-drop reordering, and soft-delete with trash/undo, backed by Cloudflare D1 via Drizzle ORM.
More projects
Earlier coursework and personal experiments
Weather Page
Weather status website built with Flask, Tailwind CSS, and the OpenWeatherMap API.
CV Builder
Java desktop app that fills CV templates from user-provided information.
Movie Recommendation App (Java Desktop)
Java desktop app built with JavaFX that recommends films from the MovieLens dataset using collaborative filtering and cosine similarity, with JSON-based user accounts.
Multiplayer Bomberman Variation Game
Multiplayer game based on Bomberman, built with Unity and PUN2.
About Me
My background and what I do
I'm a Computer Engineering graduate from Marmara University in Istanbul, with backend experience across two stacks (.NET 10 with C# and ASP.NET Core, and Kotlin with Spring Boot). I build internal services from scratch, design REST APIs, and maintain production systems on PostgreSQL.
I work with Docker, CI/CD pipelines, Kubernetes, HashiCorp Vault, and log monitoring with OpenSearch. On the frontend I ship micro-frontend applications in React, TypeScript, Redux, and Tailwind CSS. I'm open to junior backend and full-stack opportunities.