README.md

metadata

language:
  - en
  - tr
tags:
  - ai
  - nlp
  - machine-learning
  - deep-learning
  - turkish-nlp
  - rag
  - llm
  - agents

Mad Cat Labs

AI & Technology R&D

Where AI meets ambition.

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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

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Built with intent by Mad Cat Labs

AI & Technology R&D · Istanbul, Turkey