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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Who am I?
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Posts
3D Earth Visualization with Three.js and Google Earth Engine
Published:
Interactive Earth Engine playground for informative visualization of environmental details over years based on actual earth observation data.
Recap: World Models Evolution and JEPA
Published:
Is the hype around world models grounded? What does JEPA suggest? My take-aways based on the blog post of World Models Evolution: Beyond the Hype 2025 and Back to the Features: DINO as a Foundation for Video World Models
Recap: LoRA Without Regret
Published:
My take-aways from the blog post on LoRA without Regret.
RL-based Cart-Pole controller with Policy Gradient methods
Published:
Interactive CartPole playground for probing policy-gradient controllers, with live demo and full stack code on GitHub.
Interactive 3D Gaussian Splat Viewer
Published:
Real-time 3D Gaussian Splatting visualization using Three.js, TypeScript, and WebGL
education
portfolio
3D Gaussian Splatting Representation Compression
Application of Learned Image/Video Compression Methods on 3D Gaussian Splatting
MatchSDF: Learning Generalizable 3D Reconstruction Using Correspondence Matching
3D Surface Reconstruction from 2D Images using Correspondence Matching.
Flexible-Rate Bidirectional Video Compression with Motion Refinement
A learned bidirectional video compression network proposed for my Bachelor’s Thesis.
Multi-rate Learned Image Compression
Re-implementation of ‘Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation’ by Cui et al. (2021).
publications
Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit Allocation
Published in IEEE International Conference on Image Processing (ICIP), 2022
This work presents improvements and novel additions to the recent work on end-to-end optimized hierarchical bidirectional video compression to further advance the state of-the-art in learned video compression.
teaching
Education Tutor for Introduction to Electrical Engineering
Undergraduate course, Koç University, Department of Electrical and Electronics Engineering, 2019
- Tutoring over 90 freshman students in the ”Introduction to EEE” lectures for a support program provided by Koç University.
Teaching assistant for Game Theory
Undergraduate course, Koç University, Department of Economics, 2020
- Assisted to the teaching for the ”Game Theory & Strategy” lectures of Professor Levent Koçkesen. I conducted problem sessions for over 80 students weekly and arranged office hours.
Teaching assistant for Machine Perception
Graduate course, ETH Zurich, Department of Computer Science, 2024
- Prepared and presented tutorials for 417 students in the Machine Perception course. The course involves a wide-range of Computer Vision applications and is offered to a diverse group of students at ETH Zurich.
Teaching assistant for Large Language Models
Graduate course, ETH Zurich, Department of Computer Science, 2025
- Prepared and presented tutorials for >300 students in the Machine Perception course. The course involves a wide-range of LLM related topics from theoretical analysis of architectures such as RNNs and transformers, evolving methods such as instruction-finetuning and RLHF, and weak points of LLMs such as prompt injection and model hijacking.