Case Studies

Challenge

A leading financial institution needed to make decades of proprietary research and compliance documents searchable and accessible to analysts while maintaining strict data security and regulatory compliance.

Solution

Implemented a production-grade RAG system using Pinecone vector database integrated with their private LLM infrastructure. Built custom document processing pipelines using dbt and Airflow to chunk, embed, and index 500,000+ documents.

Results

• ✓85% reduction in research time for analysts
• ✓99.9% system uptime with enterprise-grade reliability
• ✓Full compliance with financial regulations (SOC 2, GDPR)
• ✓Processing 10,000+ queries daily with sub-second response times

Challenge

A gaming company with 100M+ active users struggled with legacy data infrastructure that couldn't scale. Their analytics team spent 70% of time on data quality issues rather than insights.

Solution

Architected and implemented a complete modern data stack migration from on-premise databases to Snowflake. Built 50+ dbt models for data transformation, integrated Airbyte for real-time data ingestion, and deployed Airflow for orchestration.

Results

• ✓100GB+ daily data processing with 99.9% reliability
• ✓60% reduction in data quality issues
• ✓10x faster analytics query performance
• ✓Enabled self-service analytics for 50+ stakeholders

Challenge

An e-commerce platform needed real-time visibility into customer behavior, inventory, and sales performance across 1,000+ stores to optimize pricing and inventory decisions.

Solution

Designed streaming data architecture using Databricks and BigQuery. Built real-time dashboards in Tableau that integrate data from 15+ source systems. Implemented machine learning models for demand forecasting.

Results

• ✓Real-time dashboards updating every 30 seconds
• ✓25% improvement in inventory optimization
• ✓15% increase in revenue through dynamic pricing
• ✓Executive visibility across all business metrics