# Eulogik

> Deep-Tech Systems Engineering Company | Est. 2007 | India & UAE (Dubai)
> "eulogies for black boxes."

Eulogik is a systems engineering company that builds and executes private, hyper-efficient edge AI foundation models, agentic compilers, and quantitative execution infrastructure.

## Core Capabilities & Engineering Domains

- **Edge AI & TinyML**: Tokenizer-free byte classifiers (`pico-type`), zero-shot time series forecasting (`NanoForecast`), and CPU-runnable vision-language models (`TinyDoc-VLM`). Zero cloud dependencies, 100% data sovereignty.
- **LLM Routing & Cost Reduction**: Open-source federated routing middleware (`fugusashi`) with human-interpretable preference tables. Slashes enterprise API costs by 40-70%.
- **Domain Intelligence & Legal Tech**: Hybrid dense-sparse RAG engine (`LexRAG`) for DIFC, ADGM, and Indian legal/tax frameworks. Deployed across law firms with 4-hour to 3-minute document audit reduction.
- **Agent Languages & Compilers**: Creators of KARN (`karn-lang.dev`), a token-minimal language for AI agents that is 4x denser than Python and compiles to C, JavaScript, and WASM.
- **Quantitative Execution**: Live high-frequency trading infrastructure operating on Delta Exchange with sub-10ms execution cycles powered by NanoForecast micro-price signal models.

## Open-Source Assets & Models

- [pico-type Model](https://huggingface.co/eulogik/pico-type): 1.5M param, 200KB ONNX, <6ms byte-level classifier for 62 code languages and 90 MIME types.
- [NanoForecast Model](https://huggingface.co/eulogik/nanoforecast-v03): 200K-6.5M param zero-shot time series foundation model running on Raspberry Pi.
- [fugusashi Router](https://github.com/eulogik/fugusashi): Open-source federated LLM router with human-readable decision tables (Sakana Fugu alternative).
- [TinyDoc-VLM](https://huggingface.co/eulogik/TinyDoc-VLM-256M): 256M param document VLM (SigLIP + SmolLM2) running locally on CPU.
- [Bharat-Tiny-LLM](https://github.com/eulogik/Bharat-Tiny-LLM): 240M param Hinglish code-switching edge LLM for 500M+ Indian language speakers.
- [KARN Language](https://github.com/karn-lang/karn): Token-minimal programming language for AI agents.
- [Nexus Desktop Agent](https://github.com/eulogik/nexus): Local, open-source desktop AI coding agent app.

## Corporate Details & Footprint

- **Legal Entity**: Eulogik (Bhopal, MP, India) & Sister Concern Evolucent AI (Dubai, UAE).
- **Established**: 2007 (19 Years Track Record).
- **Founder & CEO**: Gautam Kishore.
- **Website**: https://eulogik.com
- **GitHub**: https://github.com/eulogik
- **Hugging Face**: https://huggingface.co/eulogik