I will build a production ready rag knowledge assistant for your business

K
katri_t
K
katri_t
Ekaterina T
build a production ready rag knowledge assistant for your business
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build a production ready rag knowledge assistant for your business
Full Screen
Full Screen
build a production ready rag knowledge assistant for your businessbuild a production ready rag knowledge assistant for your businessbuild a production ready rag knowledge assistant for your business

About this gig

Turn your company documentation, manuals, internal wiki, or support content into an AI assistant that actually answers questions correctly with citations, not hallucinations.


I build production-ready RAG (Retrieval-Augmented Generation) systems: semantic search over your content, proper source citations, and integration with OpenAI, Claude, or Gemini depending on your needs.


Background: PhD, ML engineer. I've built and deployed multilingual production RAG systems end-to-end (FastAPI, vector databases, real customer traffic) not demos.

  • Model expertise

    • Generative AI

  • Industry

    • Data analytics

  • Programming language

    • Python

  • Language

    • English

  • Technical expertise

    • Natural language processing (NLP)
    • Algorithm development and optimization
    • Feature engineering and data processing

Get to know Ekaterina T

Ekaterina T

AI Assistant and Chatbot Developer, Customer Support Automation, LLM Systems

  • FromSerbia
  • Member sinceOct 2024
  • Avg. response time1 hour

  • Languages

    English, Russian, Serbian, French, German, Finnish
AI Systems Builder and Machine Learning Engineer specializing in LLM applications, RAG architectures, and operational intelligence. I translate operational bottlenecks into practical AI-powered solutions, bridging business needs and technology. https://www.linkedin.com/in/ekaterina-taratuta/ ETSystemsAI https://www.linkedin.com/company/111727786 LLM Measurement Lab https://www.linkedin.com/company/112245236 Google Scholar: https://scholar.google.com/citations?hl=ru&user=SplaIk8AAAAJ

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