Projects

A collection of my work, from full-stack applications to machine learning projects

Technologies

3D ReconstructionAPI GatewayAWSAcademic ProjectsAlgorithmsComputer ScienceComputer VisionData StructuresDeep LearningDiffusion ModelsGame DevelopmentJavaMachine LearningMapBoxMicroservicesMongoDBNext.jsPyTorchPythonReactJSSpring BootTailwind CSSTechnical WritingTensorFlowTime Series ForecastingTransformerTypeScriptVideo Prediction

Bachelor's Thesis: DeepFake Detection

Developed an ML model that detects deepfake images in Python using TensorFlow.

PythonTensorFlowMachine LearningComputer Vision

Code

Boğaziçi University Undergraduate Projects

My undergraduate projects in the department of Computer Engineering in Boğaziçi University.

Computer ScienceAcademic Projects

Code

CS Docs

A personal blog about data structures and algorithms.

AlgorithmsData StructuresTechnical Writing

View

Delivery System

Developed a delivery system deployed on AWS for a semester project.

JavaSpring BootMongoDBReactJSAWSMicroservicesAPI Gateway

Code

Passaparola

A web-based implementation of the popular Turkish word game show "Passaparola" built with Next.js, TypeScript, and Tailwind CSS. This project is currently under active development.

TypeScriptNext.jsTailwind CSSGame Development

Code

Route Planner for Sailors

Developed a web application to help sailors efficiently plan their routes using interactive maps.

Next.jsReactJSMapBoxMongoDB

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Timeformer

A transformer model for time series forecasting.

PythonPyTorchTransformerDeep LearningTime Series Forecasting

Code

Video Diffusion

Diffusion Model for Video Prediction

PythonDiffusion ModelsVideo PredictionDeep LearningComputer Vision

Code

3D-R2N2

Re-implementation of 3D-R2N2 using PyTorch and applying on 3DFuture dataset for the task of Multi-view Object Reconstruction.

PythonPyTorchComputer Vision3D ReconstructionDeep Learning

Code