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| # Eulogik 🧠 |
| ### Edge AI Infrastructure & Quantitative Systems Engineering |
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| [](https://eulogik.com) |
| [](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 |
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| We focus on three primary domains of edge-optimized machine intelligence: |
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| ### 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. |
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| ### 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. |
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| ### 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%. |
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| ### 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) |
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| 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 |
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| All our core public models are open-sourced under **Apache 2.0** or **MIT** licenses. |
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| 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: |
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| * **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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| <div align="center"> |
| <sub>© 2026 Eulogik. Engineered for efficiency.</sub> |
| </div> |
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