# Mert Kaya

> Senior AI researcher and AI architect. Mert Kaya designs, trains and ships AI models and the full-stack systems around them.

AI Engineer at Enocta. Founder of [Eschatia Labs](https://eschatialabs.com).

## Pages

- [Mert Kaya | AI research and engineering, en](https://mertkayacs.com/index.md): Mert Kaya designs, trains and ships AI models and the full-stack systems around them.
- [Work | Mert Kaya, en](https://mertkayacs.com/work/index.md): Models, publications, open-source software and datasets by Mert Kaya, including calibrated decision models and explainable deepfake detection.
- [Research | Mert Kaya, en](https://mertkayacs.com/research/index.md): Research by Mert Kaya: explainable deepfake detection, calibrated decision models, small agent models and language models for Quenya and Sindarin.
- [About | Mert Kaya, en](https://mertkayacs.com/about/index.md): Mert Kaya is the founder of [Eschatia Labs](https://eschatialabs.com) and an AI Engineer at Enocta. Experience, education and contact details.
- [Mert Kaya | Yapay zekâ araştırması ve mühendisliği, tr](https://mertkayacs.com/tr/index.md): Mert Kaya yapay zekâ modelleri tasarlar, eğitir ve yayımlar; bu modelleri kullanan uçtan uca yazılım sistemlerini de geliştirir.
- [Çalışmalar | Mert Kaya, tr](https://mertkayacs.com/tr/work/index.md): Mert Kaya’nın modelleri, yayınları, açık kaynaklı yazılımları ve veri kümeleri; kalibre edilmiş karar modelleri ve açıklanabilir deepfake tespiti dâhil.
- [Araştırma | Mert Kaya, tr](https://mertkayacs.com/tr/research/index.md): Mert Kaya’nın araştırmaları: açıklanabilir deepfake tespiti, kalibre edilmiş karar modelleri, küçük ajan modelleri, Quenya ve Sindarin için dil modelleri.
- [Hakkımda | Mert Kaya, tr](https://mertkayacs.com/tr/about/index.md): Mert Kaya, [Eschatia Labs](https://eschatialabs.com) kurucusu ve Enocta’da yapay zekâ mühendisi. Deneyim, eğitim ve iletişim bilgileri.
- [Mert Kaya | KI-Forschung und -Entwicklung, de](https://mertkayacs.com/de/index.md): Mert Kaya entwirft, trainiert und veröffentlicht KI-Modelle und entwickelt die zugehörigen Fullstack-Systeme.
- [Arbeiten | Mert Kaya, de](https://mertkayacs.com/de/work/index.md): Modelle, Publikationen, Open-Source-Software und Datensätze von Mert Kaya, darunter kalibrierte Entscheidungsmodelle und erklärbare Deepfake-Erkennung.
- [Forschung | Mert Kaya, de](https://mertkayacs.com/de/research/index.md): Mert Kayas Forschung: erklärbare Deepfake-Erkennung, kalibrierte Entscheidungsmodelle, kleine Agentenmodelle und Sprachmodelle für Quenya und Sindarin.
- [Über mich | Mert Kaya, de](https://mertkayacs.com/de/about/index.md): Mert Kaya ist Gründer von [Eschatia Labs](https://eschatialabs.com) und KI-Ingenieur bei Enocta. Berufserfahrung, Studium und Kontakt.

## Work

- [Augmentation and Cutout in Deepfake Detection: A Comparative Study of Accuracy, Calibration, and Attention](https://mertkayacs.com/work/index.md): paper
- [Explainable deepfake detection using frame level CNN models: A comparative study of augmentation and cutout techniques](https://mertkayacs.com/work/index.md): thesis
- [xdfdet](https://mertkayacs.com/work/index.md): model
- [JevAlt: Deem-4B, Karar-4B, Wähler-4B](https://mertkayacs.com/work/index.md): model
- [Deem-4B](https://mertkayacs.com/work/index.md): model
- [Karar-4B](https://mertkayacs.com/work/index.md): model
- [Wähler-4B](https://mertkayacs.com/work/index.md): model
- [JevOss](https://mertkayacs.com/work/index.md): tool
- [Emberwick](https://mertkayacs.com/work/index.md): demo
- [jevalt-data](https://mertkayacs.com/work/index.md): dataset
- [jevalt-bench](https://mertkayacs.com/work/index.md): dataset
- [emberwick-videos](https://mertkayacs.com/work/index.md): dataset
- [Tholos](https://mertkayacs.com/work/index.md): tool
- [Tholos-2B](https://mertkayacs.com/work/index.md): model
- [tholos-trajectories](https://mertkayacs.com/work/index.md): dataset
- [reevesagents](https://mertkayacs.com/work/index.md): tool
- [Eldalambë](https://mertkayacs.com/work/index.md): model
- [gmail-cleaner-ai](https://mertkayacs.com/work/index.md): tool
- [Leadership Coach Chatbot](https://mertkayacs.com/work/index.md): tool
- [Turkish poem generator](https://mertkayacs.com/work/index.md): early
- [WhatIfCorona](https://mertkayacs.com/work/index.md): early
- [Turkish COVID-19 information retrieval system](https://mertkayacs.com/work/index.md): early
- [AgriDL smart agriculture](https://mertkayacs.com/work/index.md): early
- [16-bit processor in Verilog](https://mertkayacs.com/work/index.md): early
- [Self-hosted production platform](https://mertkayacs.com/work/index.md): infrastructure

## Full content

- [Every page and work](https://mertkayacs.com/llms-full.txt)