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Liza Katz

Liza Katz

Helping teams and audiences make AI make sense.

Public speaking, workshops and hands-on Big Data & GenAI consulting.

Lost in Embedding Space,
by Liza K. & Claude S.

Public Speaking & Workshops

🎤 Public Speaking

Available for conference talks, meetups, and panel discussions on:

  • RAG (Retrieval-Augmented Generation) systems
  • AI Agents and LLM applications
  • Search technologies (Elasticsearch, OpenSearch)
  • Vector databases and embeddings
  • GenAI in production

🛠️ Private Workshops

Hands-on training sessions tailored for your team:

  • Building production-ready RAG applications
  • Implementing hybrid search solutions
  • LLM integration and prompt engineering
  • Evaluation and monitoring of AI systems
  • Custom workshops based on your needs

Projects

Human or Not [AI21]
🏆 Award Winner

Human or Not [AI21]

**Webby Award Winner!** A Social Turing Game. Chat with someone for two minutes, and try to figure out if it was a fellow human or an AI bot. Think you can tell the difference?
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Scout AI Agent

Scout AI Agent

Built an AI assistant providing comprehensive threat intelligence and geo-spatial analysis. Integrates multiple geopolitical datasets for proactive threat mitigation. AWS, OpenSearch, Claude.
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AI Powered Data Analytics

AI Powered Data Analytics

Designed data analytics pipelines and RAG architecture for an insurance AI agent. OpenSearch, OpenAI, n8n.
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Hybrid Search optimization

Hybrid Search optimization

Developed hybrid search combining keyword and semantic search for knowledge base platform. Improved customer article discovery and support efficiency. Elasticsearch, AWS Bedrock.
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MoMa AI Assistant

MoMa AI Assistant

Built ReAct AI assistant for vending machine operators, improving maintenance and customer service. Custom OpenAI deployment on Azure with prompt engineering, automation, evaluation and monitoring.
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Elasticsearch integration and analytics

Elasticsearch integration and analytics

Developed analytics strategy and Elasticsearch integration for order fulfillment platform. Built customer dashboards for inventory management and order analytics.
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Automation and OpenSource infra

Automation and OpenSource infra

Prepared FHIR-based healthcare API codebase for open source contributions. Built automation pipeline with GitHub Actions, TypeScript implementation, and contribution documentation.
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ncnn WebAssembly YOLOV5

ncnn WebAssembly YOLOV5

Open source contribution enabling YOLOV5 inference directly in browsers via WebAssembly.
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