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🦄
Eschatialabs a nonprofit Open-Source AI Research Lab 🌼
🦄
Eschatialabs a nonprofit Open-Source AI Research Lab 🌼

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@WaterForTansania

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mertkayacs/README.md

I'm a senior AI engineer at Enocta and the founder of Eschatia Labs, an independent, non-profit open-source AI research lab. I build small models that run on a laptop, agents you can inspect and detectors that show their evidence.

Career

  • Senior AI Engineer, Enocta, since 2025. Assistants that answer from company documents (RAG), an agentic customer-success workflow, role-play training simulations.
  • Full-stack and Mobile Engineer, Credit Bureau of Turkey (KKB), 2023-2024. Financial software used across the Turkish banking sector: backend, mobile and system design.
  • AI and Full-stack Engineer, AgriDL5.0, 2022-2023 (contract). Models that predict growing conditions in vertical farms, plus the Flutter app on top.
  • Backend and Data Engineer, Alictus, 2021-2022. Moved internal tools to the cloud with Go and Azure.
  • Internships at SimBT, BiSoft and Roar Games Studio, 2019-2021. Defence technology software, an NLTK and Neo4j chatbot before LLMs, Unity and C# games.

Projects

  • Emberwick: A medieval village you play in the browser. Three small decision models decide what the villagers do through storms, fires, markets and wolves.
  • reevesagents: Run Claude Code, Codex and 20+ other coding assistants side by side in one terminal, with one of them coordinating the rest. CLI, TUI, Web UI and MCP server. 107 stars, 2,375 npm downloads a month.
  • JevAlt: The three 4B decision models behind Emberwick, for English, Turkish and German. Calibrated answers on a laptop with about 3 GB of memory. 3,505 Hugging Face model downloads.
  • xdfdet: Explainable deepfake detection: eight EfficientNet-B4 models with Grad-CAM evidence, the code behind my thesis and conference paper. 1,133 Hugging Face downloads.
  • Tholos: Small local assistants that share tables, notes and a task board, every action behind a rule. Its model, Tholos-2B: 2,248 Hugging Face downloads.
  • Ultra Mod: The all-in-one mod pack for Claude Code. 2,224 npm downloads a month.

Download counts from 25 October 2026: 10,341 on Hugging Face (6,886 for my models, 3,455 for my datasets) and 10,018 for my npm packages.

Stack

Languages

Python, TypeScript, JavaScript, Java, Go, C++, C#, Dart, PHP, Bash

AI and data

PyTorch, TensorFlow, Keras, Hugging Face, scikit-learn, OpenCV, Jupyter, Kaggle, Ollama, Gradio, Streamlit

Web, apps and games

React, Next.js, Astro, Vue.js, Node.js, FastAPI, Flask, Tailwind CSS, Vite, Flutter, Firebase, Unity, htmx

Databases

PostgreSQL, MySQL, SQLite, Neo4j, Supabase

Infrastructure and tools

Docker, Linux, Ubuntu, Arch, Git, GitHub Actions, Cloudflare, Azure, Nginx, Ansible, Grafana, Prometheus, Arduino, npm, pnpm, LaTeX

Also: SQL, NLTK, Weaviate.

Education and research

Open source

Merged: Claude Code Router, claude-swap, caire, ManimGX, Claude HUD, ccstatusline

Credited: rea, Hermes Agent

In progress: Qwen Code, Hugging Face datasets, SGLang, Ollama, Claude Agent SDK, LM Evaluation Harness, Codex, DeepSeek Harness, Kimi Code

The full list is on mertkayacs.com/open-source.

Activity

Contributions in the last year as a 3D calendar, with the languages and the kinds of contribution

GitHub stats: stars, commits, pull requests, issues and repositories contributed to Languages by commits in the last year

Elsewhere

mertkayacs.com | eschatialabs.com | Hugging Face | Kaggle | LinkedIn | ORCID | X

Pinned Loading

  1. reevesagents reevesagents Public

    Run Claude Code, Codex, Kimi, OpenCode, Hermes and one of the 26 other coding agents using MCP , CLI or TUI , WebUI.

    TypeScript 107 14

  2. xdfdet xdfdet Public

    Deepfake video detection with eight EfficientNet-B4 checkpoints, Grad-CAM heatmaps and facial-region analysis.

    Python 9 1

  3. jevalt jevalt Public

    Three 4B decision models for English, Turkish and German, with per-option probabilities, GGUF builds and the Jev API.

    Python 7 1

  4. jevoss jevoss Public

    Evaluation tools for Jev-compatible decision models, covering accuracy, calibration, hidden instructions, padding and consistency.

    Python 3 1

  5. ultramod ultramod Public

    the best all-in-one mod pack for Claude Code

    TypeScript 7

  6. tholos tholos Public

    A local workspace where small AI assistants share tables, notes and tasks, with schedules and per-action approval rules.

    Python 1 1