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Work

Selected work

Dekasis

Venture / product · Aug 2025

Dekasis — AI-assisted workflow for law firms

My venture brings document and case workflows for motor vehicle diminished-value claims into one workspace.

  • #startup
  • #ai
  • #legaltech

May 1, 2026

Simpsons Character X-Ray

simpsons-character-xray

A team project for recognizing Simpsons characters in images and video, combining classification, YOLO detection, an X-Ray pipeline, and explainability experiments.

  • #computer-vision
  • #deep-learning
  • #xai
  • #team
GitHub ↗

Jul 2, 2024

AI Interpretability Journey

AI_Interpretability_Journey

My digital notebook for learning AI interpretability: notes, experiments and insights on making models more transparent.

  • #interpretability
  • #llm
  • #transformerlens
GitHub ↗

May 3, 2023

Forward-Forward Algorithm in PyTorch

FF-Algorithm-Pytorch-Implementation

An unofficial PyTorch implementation of Geoffrey Hinton's Forward-Forward algorithm, a backprop-free way to train neural networks.

  • #pytorch
  • #deep-learning
  • #research
GitHub ↗

More projects

  • tarsau: a tiny archiver in C

    sysprog-assignment-sau

    A simple archiver for Linux/Unix written in C: bundles multiple text files into one .sau archive and extracts them back.

    • #c
    • #linux
    • #systems
    ↗
  • Sanal Ayna: Virtual Mirror

    BilgisayarGormesi-SanalAyna

    A real-time virtual mirror: camera filters, face accessories and face swapping. Computer Vision course project at Sakarya University.

    • #computer-vision
    • #python
    • #opencv
    ↗
  • AI Chatbot UI for aisuite

    aisuite-chatbotui

    A Flask interface for chatting with multiple AI models in one place: saved histories, cost estimates and more. Built for the SAÜ AI Society chatbot workshop.

    • #llm
    • #flask
    • #workshop
    ↗
  • Barber Shop Management System

    KuaforYonetimSistemi

    Appointment and management system for barber shops. Web Programming course project at Sakarya University (2024-25).

    • #web
    • #fullstack
    ↗
  • PyTorch SOTA Implementations

    PyTorch-SOTA-Implementations

    From-scratch PyTorch implementations of state-of-the-art deep learning models, including the Transformer.

    • #pytorch
    • #llm
    • #deep-learning
    ↗
  • TikTok Blue Line Filter

    Tiktok-sliding-blue-line-filter

    A recreation of the viral TikTok 'sliding blue line' time-warp filter.

    • #computer-vision
    • #python
    • #fun
    ↗
  • Kan Bağışı Yapabilir miyim? (Can I donate blood?)

    KanBagisiYapabilirmiyim

    After the 2023 earthquakes, a quick web check to see whether you can donate blood before going to a hospital or Kızılay tent, based on the Ministry of Health guideline.

    • #web
    • #social-good
    • #javascript
    ↗
  • Movie & Series Info Site

    Django-movie-series-information-site

    A basic Django project for browsing movie and series information, built to learn the framework.

    • #django
    • #web
    • #python
    ↗
  • MLP From Scratch (C++)

    MLP-From-Scratch-CPP

    The same from-scratch multilayer perceptron, this time in C++.

    • #deep-learning
    • #cpp
    • #from-scratch
    ↗
  • MLP From Scratch (Python)

    MLP-From-Scratch-Python

    A multilayer perceptron written in plain Python, with no deep learning framework, to really understand backprop.

    • #deep-learning
    • #python
    • #from-scratch
    ↗
  • 2048 in Python

    2048_basic_python

    The 2048 game as a Python script.

    • #python
    • #game
    ↗
  • Basketball Simulation with RL

    Basketball-Simulation-Reinforced-Learning

    A basketball shooting simulation where an agent learns to score through reinforcement learning.

    • #reinforcement-learning
    • #python
    ↗
  • Connect-4

    connect-4-game

    Connect-4 in Python, played in the terminal.

    • #python
    • #game
    ↗
  • ISCoin: Educational Blockchain

    ISCoin-Blok-Zincir

    A non-commercial, Bitcoin-inspired blockchain built while learning how blockchains work.

    • #blockchain
    • #python
    ↗
  • SANKAL: Virtual Pen

    SANKAL-Sanal-Kalem-

    Tracks handwriting on a surface through a camera and brings it to the computer screen.

    • #computer-vision
    • #python
    ↗