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title: README
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license: cc-by-4.0
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# Itbanque — Data Infrastructure for the Next Generation of AI  

Welcome to **Itbanque**, where we don’t just showcase models — we build the foundations that make AI systems reliable, reproducible, and ready for the long run.  

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## 🌍 Who We Are  

Itbanque is a company dedicated to building **trustworthy, scalable, and high-performance data infrastructure** for AI.  
We believe that sustainable AI requires more than breakthroughs in model architecture — it requires solid pipelines that connect raw data to fine-tuned models in a transparent and verifiable way.  

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## 🎯 Our Mission  

In a world where AI development moves faster than ever, **data should not be an afterthought**.  
Our mission is to:  

- Accelerate responsible AI development  
- Bridge the gap between raw data and production-ready models  
- Ensure every step is **optimized, validated, and aligned with real-world needs**  

We put clarity, reproducibility, and durability at the heart of everything we build.  

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## ⚙️ What We Do  

We provide end-to-end data infrastructure that powers the entire AI lifecycle — from collection to deployment:  

- **Multilingual speech + text pipelines**: robust cleaning, alignment, and annotation workflows tailored for modern architectures like Whisper or MMS  
- **Custom training interfaces**: support for fine-tuning, LoRA adapters, quantization, and domain adaptation  
- **Evaluation & quality control**: multi-round evaluation with WER/BLEU metrics, hallucination detection, and human-in-the-loop review  
- **Deployment-ready infrastructure**: secure data transfer, retraining pipelines, and scalable integration APIs  

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## 💡 Our Values  

- **Focus with intention** — we build for long-term impact, not short-term trends  
- **Clarity first** — transparency and reproducibility as the default  
- **Durability over hype** — infrastructure that withstands time and scaling  

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## 🚀 Applications  

Our infrastructure supports a wide range of partners:  

- Research labs exploring the next wave of AI  
- Universities building new datasets and benchmarks  
- Product teams deploying models in production, especially in regulated industries  

Whether it’s prototyping or global-scale rollout, we provide the backbone for AI systems to thrive.  

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## 🔗 Connect With Us  

- 🌐 Website: [**itbanque.com**](https://www.itbanque.com/)  
- 📧 Contact: contact@itbanque.com  
- 💼 Follow our latest updates on LinkedIn  

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✨ At Itbanque, we’re not chasing the latest trend — we’re building the **infrastructure that AI can stand on for decades to come.**