About

Built by a developer,
for the browser.

Omri Beladev

Omri Beladev

Engineer by trade. CTF player by night. Browser AI experimenter by curiosity.

WebML started as a place to push on questions that weren't being answered elsewhere: what happens when you remove the server from the AI stack entirely? What can you build when everything — models, vector storage, inference, retrieval — lives in a single browser tab?

The answer, it turns out, is more than most people expect. This lab is where I find out how much more.

Currently exploring

  • Running quantized LLMs in the browser tab via WebGPU
  • Building RAG pipelines without a backend server
  • Client-side vector search using IndexedDB
  • Embedding-based semantic UIs that work offline
  • The limits of what WebAssembly can compute in real time
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