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Case Studies & Engagement Log
Data engineering, streaming, and AI work across source systems, stacks, and cloud providers. Filter by what you are actually looking for.
This system was built by our founders in senior engineering roles, before Data Sharks was founded. The architecture and outcomes are described as delivered.
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AI Agents50–100 Agent Runs / Day
Natural Language Data Agent
Engagement: Global E-Commerce Enterprise
A domain-agnostic AI agent that lets analysts query data, helps engineers trace pipelines, and gives engineering managers visibility into team work from plain-English questions.
Enterprise LLMsRAGVector DBLooker+2
AI Agents10-100 Daily Self-Serve Queries
AI-Powered Analytics Assistant
Engagement: Leading Enterprise Retailer
Built a conversational analytics assistant that converts natural language into cloud SQL, enabling business users to self-serve repeated data pulls in real time.
Enterprise LLMsRAGPythonSQL