Update README.md

README.md

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 ---
-title: README
-emoji: 👀
-colorFrom: pink
-colorTo: indigo
-sdk: static
-pinned: false
+language:
+- en
+- tr
+tags:
+- ai
+- nlp
+- machine-learning
+- deep-learning
+- turkish-nlp
+- rag
+- llm
+- agents
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+<div align="center">
+
+# Mad Cat Labs
+
+### AI & Technology R&D
+
+**Where AI meets ambition.**
+
+[![Website](https://img.shields.io/badge/Website-madcatlabs.com-1E293B?style=for-the-badge)](https://madcatlabs.com)
+[![GitHub](https://img.shields.io/badge/GitHub-madcatlabs-1E293B?style=for-the-badge&logo=github)](https://github.com/madcatlabs)
+[![LinkedIn](https://img.shields.io/badge/LinkedIn-Mad_Cat_Labs-1E293B?style=for-the-badge&logo=linkedin)](https://linkedin.com/company/madcatlabs)
+
+</div>
+
+---
+
+## About Us
+
+Mad Cat Labs is an **AI & Technology R&D company** building and publishing models, datasets, and spaces for language AI, NLP research, and enterprise ML solutions. We deliver end-to-end artificial intelligence services — from strategy to deployment.
+
+**Headquartered in Istanbul, Turkey.**
+
+## AI & ML Interests
+
+- **Large Language Models** — Fine-tuning, RLHF, prompt engineering, and custom LLM development
+- **Natural Language Processing** — Turkish NLP, multilingual models, NER, sentiment analysis
+- **RAG Systems** — Retrieval-augmented generation pipelines with vector databases
+- **AI Agents** — Autonomous agents, multi-agent orchestration, tool-use frameworks
+- **Computer Vision** — Object detection, image classification, document AI
+- **MLOps** — Model deployment, monitoring, CI/CD for ML, experiment tracking
+
+## What We Build
+
+| Category | Focus Areas |
+|---|---|
+| **Models** | Custom fine-tuned LLMs, Turkish language models, domain-specific NER, text classification |
+| **Datasets** | Multilingual corpora, Turkish NLP benchmarks, labeled training data, synthetic data |
+| **Spaces** | Interactive demos, model playgrounds, evaluation tools, dataset explorers |
+| **Research** | Turkish AI benchmarks, cross-lingual transfer learning, efficient fine-tuning methods |
+
+## Technology Stack
+
+```
+Frameworks       PyTorch · TensorFlow · Hugging Face Transformers · PEFT · TRL
+LLM Tools        LangChain · LlamaIndex · vLLM · Ollama
+Vector DBs       Pinecone · Weaviate · Chroma · FAISS
+Training         DeepSpeed · Accelerate · Weights & Biases
+Languages        Python · TypeScript · Go
+Infrastructure   Docker · Kubernetes · Terraform
+```
+
+## Contact
+
+- **Web:** [madcatlabs.com](https://madcatlabs.com)
+- **Email:** [hello@madcatlabs.com](mailto:hello@madcatlabs.com)
+- **GitHub:** [github.com/madcatlabs](https://github.com/madcatlabs)
+
+---
+
+<div align="center">
+
+**Built with intent by Mad Cat Labs**
+
+*AI & Technology R&D · Istanbul, Turkey*
+
+</div>