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KazKozDev/README.md

AI Solutions Engineer | LLM Optimization Specialist

I'm interested in designing and implementing production-ready AI systems with focus on cost-effective LLM deployments, enterprise-grade RAG solutions, and measurable business automation.

Technical Specializations

LLM Implementation & Optimization

  • Production Deployment: API integration, latency optimization, cost reduction
  • Enterprise Fine-tuning: Domain adaptation, RLHF implementation, quantization techniques
  • Prompt Engineering: System design, guardrail implementation, evaluation frameworks
  • Architecture: Scalable retrieval systems, distributed vector databases, hybrid search
  • Performance: Chunking strategies, embedding optimization, context window management
  • Integration: API development, middleware solutions, legacy system connections
  • Document Intelligence: Extraction, classification, summarization, compliance validation
  • Workflow Orchestration: Multi-agent systems for complex business processes

Technical Stack

  • Frameworks: LangChain, LlamaIndex, Haystack, AutoGen, CrewAI
  • Infrastructure: AWS/Azure/GCP AI services, Docker, Kubernetes
  • Evaluation: RAGAS, TruLens, LangSmith
  • Vector Databases: Pinecone, Weaviate, Qdrant, Chroma
  • Languages: Python

Contact & Collaboration

Open to discussing enterprise AI implementation challenges and solutions.

Pinned Loading

  1. deepchain-refinement Public

    🧠 Multi-stage prompt refinement system using chain-of-thought reasoning to enhance AI responses. Reduces hallucinations through progressive validation and intelligent synthesis.

    Python 3 1

  2. net-reflective-reasoning-llm Public

    🌐 Advanced LLM agent system combining Ollama and Gemma2:9B for enhanced reasoning. Features automated web search capabilities and intelligent response processing.

    Python 2 1

  3. murmur Public

    🔄 Sophisticated multi-agent LLM system orchestrating specialized AI agents for high-accuracy processing. Integrates Interpreter, Reasoner, Generator, and Critic agents using Gemma, Mistral and Llam…

    Python 2 1

  4. video-analyser Public

    ⚡ The YouTube Video Analyzer Pro brings AI-powered analysis capabilities to your fingertips, offering deep insights for content creators and marketers.

    Python 2

  5. NovelGenerator Public

    📚 NovelGenerator - AI-powered fiction book generator that uses Ollama's LLM to create complete novels with coherent plot structures, developed characters and multiple writing styles.

    Python 21 4

  6. book-translator Public

    📖 A blazing tool for book translations, powered by local LLM. Translates your books and documents with impressive quality using a unique two-stage approach.

    HTML 2