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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.

3 entries

Streaming & CDC5M/day CDC Records Processed in 1h Batches

SAP ECC to Databricks Lakehouse: Enterprise CDC Architecture on Azure

Client: Global Industrial Manufacturer

Architected an enterprise Lakehouse solution migrating 5M daily CDC records from SAP ECC (Oracle) to Azure Databricks. Features ODP/OData ingestion, automated PySpark schema evolution & drift alerting, multi-tier data quality quarantine, and Serverless compute optimization.

SparkPythonSQL
AI Agents95.4% NL2SQL Accuracy

Natural Language Data Agent

Client: 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

Client: 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