---
title: "Levent Çeliksan (@Lceliksan78) | Hashnode"
description: "Technical Founder & Senior Principal AI Engineer — Sealify, Inc. Read the latest articles by Levent Çeliksan on Hashnode."
url: "https://hashnode.com/@Lceliksan78"
---

@Lceliksan78

# Levent Çeliksan

@Lceliksan78 · Istanbul, Türkiye · Joined June 2023

Technical Founder & Senior Principal AI Engineer — Sealify, Inc.

### [How I find edited copies of images across the web without crawling it](https://leventceliksan.hashnode.dev/how-i-find-edited-copies-of-images-across-the-web-without-crawling-it?utm_source=hashnode&utm_medium=feed)

Search engines have already crawled the visual web. Crawling it all again would duplicate that work, along with the hardware, energy and water behind it. I use their indexes as the first stage of a co

14 min read · [leventceliksan.hashnode.dev](https://leventceliksan.hashnode.dev/how-i-find-edited-copies-of-images-across-the-web-without-crawling-it?utm_source=hashnode&utm_medium=feed)

[Sep 28](https://hashnode.com/posts/how-i-find-edited-copies-of-images-across-the-web-without-crawling-it/6ab9f8db8945f6da1832b111)