I build things with language models: research tools, apps, and the infrastructure underneath.
I'm Ata Ateş, a computer science student at Işık University in Istanbul, graduating in 2028. Recent work spans a diffusion-model code editor, a voice-cloning app, a news bias analyzer, and a marketplace for open-model inference. I'm working toward a PhD in AI.
Projects
- Manifold
- A local, type-aware diffusion code editor for VS Code. Whole-region edits with an on-device diffusion LLM; pyright diagnostics re-mask and re-steer the denoising loop mid-edit. Runs fully on Apple Silicon.
- inference.cx in design
- A demand-driven marketplace for open-model inference: hosts get paid to serve the models people actually request. Currently designing the pricing mechanism and a privacy layer that keeps prompts unreadable on host machines.
- Prometheus
- Self-evolving LLM training through autonomous verification.
- Mimik
- Voice-cloning iOS app built on Qwen3-TTS. Launched with a multi-agent QA setup that caught real security bugs before release.
- Nuans
- Turkish news aggregation with bias analysis. pgvector, an LLM pipeline, and Telegram delivery.
- Hermes in progress
- An AI heads-up display for Even Realities G2 smart glasses: gateway, gesture state machine, and a card protocol for what appears in your field of view.
- Clairvoyant, Modus
- Two Polymarket bots: time-series forecasting with the Kronos model, and coherence arbitrage across logically linked markets.
Elsewhere
- 2026
- AI engineering intern at Digiturk / beIN Media Group, Istanbul.
- Huawei ICT
- First place in Türkiye, Cloud Track, with team Cloud Nine.