AI & ML interests
Mad Cat Labs — AI & Technology R&D. Building and publishing models, datasets, and spaces for language AI, NLP research, and enterprise ML solutions.
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Mad Cat Labs
AI & Technology R&D
Where AI meets ambition.
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
- Email: hello@madcatlabs.com
- GitHub: github.com/madcatlabs
Built with intent by Mad Cat Labs
AI & Technology R&D · Istanbul, Turkey
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