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# Eulogik 🧠
### Edge AI Infrastructure & Quantitative Systems Engineering

[![Website](https://img.shields.io/badge/Website-eulogik.com-00F0FF?style=for-the-badge&logo=google-chrome&logoColor=white)](https://eulogik.com)
[![GitHub](https://img.shields.io/badge/GitHub-eulogik-181717?style=for-the-badge&logo=github)](https://github.com/eulogik)

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**We engineer hyper-efficient, domain-specialized, and edge-deployable AI models.**  
No bloated parameter sizes. No massive cloud dependencies. Just high-performance models designed to run locally, securely, and cost-effectively.

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## 🔬 Active Research & Model Portfolios

We focus on three primary domains of edge-optimized machine intelligence:

### 1. 📄 Visual Document Understanding (VDU)
*   **[TinyDoc-VLM-256M](https://huggingface.co/eulogik/TinyDoc-VLM-256M)**: A compact 290M-parameter vision-language model trained on SigLIP and SmolLM2. Optimized for document OCR, layout parsing, and information extraction.
*   **[TinyDoc-VLM-LoRA](https://huggingface.co/eulogik/TinyDoc-VLM-LoRA)**: Parameter-efficient adapters for custom corporate legal and administrative document compliance.

### 2. 📈 Time Series & Quantitative Forecasting
*   **[NanoForecast](https://huggingface.co/eulogik/nanoforecast-v03)**: A lightweight time-series foundation model family ranging from 200K to 6.5M parameters. Supports streaming RNN inference and zero-shot forecasting, optimized for running directly on edge hardware like Raspberry Pi.

### 3. 🐡 Intelligent LLM Routing
*   **[fugusashi](https://huggingface.co/spaces/eulogik/fugusashi)**: An open-source, federated, human-interpretable model router. Learns user preferences and routes requests to the most optimal model, slashing inference costs by up to 70%.

### 4. 🇮🇳 Localized & Multilingual LLMs
*   **[Bharat-Tiny-LLM](https://huggingface.co/eulogik/Bharat-Tiny-LLM)**: An ultra-compact 240M-parameter language model specialized for Hinglish and Indian cultural context.

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## ⚡ Developer Demos (Spaces)

Test our models directly in your browser:
*   [🚀 Bharat-Tiny-LLM Chatbot](https://huggingface.co/spaces/eulogik/Bharat-Tiny-LLM) — Hinglish AI companion.
*   [🐡 Fugusashi Router](https://huggingface.co/spaces/eulogik/fugusashi) — Intelligent prompt router.
*   [📄 TinyDoc-VLM Demo](https://huggingface.co/spaces/eulogik/TinyDoc-VLM) — Local document analysis.
*   [📊 NanoForecast CSV Tool](https://huggingface.co/spaces/eulogik/nanoforecast) — Zero-shot time series analysis.

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## 🏢 Licensing & Enterprise Collaboration

All our core public models are open-sourced under **Apache 2.0** or **MIT** licenses. 

For enterprise-grade integration, private custom model training, or commercial licensing of specialized components (such as our high-frequency quant trading predictors and legal document ingestion pipelines), get in touch:

*   **Website:** [eulogik.com/contact](https://eulogik.com/contact)
*   **Email:** [info@eulogik.com](mailto:info@eulogik.com)
*   **HQ:** Bhopal, India | **Global:** Dubai, UAE

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  <sub>© 2026 Eulogik. Engineered for efficiency.</sub>
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