Since May 2025
Endress+Hauser Group, Freiburg
Built and extended User Management Flow features for internal customer service tools.
Java / TypeScript / Vaadin / Tomcat
Jul to Sep 2023
Amadeus, Istanbul
Developed SOAP and PL/SQL web services, and improved Oracle DB LOB storage efficiency.
PL/SQL / SOAP / Oracle DB
Sep to Dec 2022
Logo Yazılım, Istanbul
Built an automation project that streamlined the QA team's testing process from end to end.
JavaScript / Katalon Studio
Analysis and extension of SAM 3D toward temporally coherent video reconstruction.
Python / PyTorch / SAM 3D / 4D reconstruction / CO3D / Multi view geometry
Repository private while the thesis is in progress.
Deployment of the DreMa framework (ICLR 2025) on a real Franka Emika Panda with automated RGBD capture, SAM 3 segmentation and a PerAct policy trained on augmented demonstrations.
Python / CUDA / Gaussian Splatting / SAM 3 / ROS / Open3D / PerAct
Fine tuning of Stable Diffusion v1.4 with LoRA and a dedicated <mensafood> concept token, trained on roughly 200 self gathered cafeteria images.
PyTorch / Stable Diffusion / LoRA / HF Diffusers / Optuna
AutoML pipeline for text classification where a DQN agent selects the model tier from dataset meta features and multi fidelity BOHB tunes within it.
PyTorch / DQN / BOHB / SMAC3 / AutoML
Income and expense tracking web app in daily personal use, with the frontend on Vercel and the backend and database self hosted on a Hetzner server.
TypeScript / React / Vercel / Hetzner VPS / Self hosting
Web system generating conflict free university exam timetables. Bachelor's graduation project.
Vue.js / Node.js / SQL