We build machine intelligence that runs locally, trades systematically, and scales efficiently.
Eulogik is a deep-tech engineering lab. We specialize in tiny, fast, edge-deployable foundation models, system-level optimizations, and quantitative execution infrastructure.
- TinyDoc-VLM: 256M-param document Vision-Language Model. SigLIP + SmolLM2, LoRA fine-tuning, ONNX export, optimized to run locally on CPU.
- NanoForecast: Zero-shot time series foundation model family (200K - 6.5M parameters) designed for edge-device streaming inference.
- pico-type: A 1.5M-parameter, tokenizer-free byte-level classifier (~200KB ONNX, <6ms) for 62 programming languages, 30 text languages, and 90 MIME types.
- fugusashi: Federated Learning of LLM Routing with human-interpretable decisions. An open-source alternative to Sakana AI Fugu.
- nexus: Desktop application for local autonomous coding agents that build, run, and debug code from first principles.
- AutoPR: AI-driven workflow tool for generating automated pull request descriptions and code reviews in seconds.
- ShellWise: Context-aware terminal copilot that runs locally to assist with shell operations and scripts.
- LexRAG: Legal intelligence terminal featuring hybrid RAG systems customized for Indian and UAE law, taxation, and compliance.
| Characteristic | Our Philosophy | Cloud LLM Status Quo |
|---|---|---|
| Deployability | local / on-device / CPU / Raspberry Pi | Massive server farms / A100/H100 clusters |
| Inference Latency | Sub-10ms (compiled to native C/WASM) | 500ms - 2s (network & queue overhead) |
| Data Privacy | Zero data leaves your perimeter | External APIs, regulatory compliance risk |
| Operating Cost | Fixed compilation & local runtime cost | Variable token pricing with high recurring bills |
We collaborate with forward-thinking engineering teams, startups, and quantitative desks:
- Consulting & Integrations: Deploying custom edge LLMs, private RAG engines, and automated backtesting engines on your target hardware.
- Venture Engineering: Spinning out specialized vertical products (like LexRAG) built on top of the Eulogik core stack.
📬 Reach out: [email protected] | eulogik.com/contact
© 2026 Eulogik. Engineered for efficiency.