Technical Expertise
Analytics Infrastructure
- BigQuery, PostgreSQL, ChromaDB
- ETL/ELT Pipeline Design
- Data Warehouse Architecture
- Data Quality & Monitoring
- Self-Service Analytics Platforms
Business Intelligence
- Looker, Tableau, Power BI
- Dashboard Development
- KPI Tracking & Metrics
- A/B Testing Frameworks
- Customer Analytics & Segmentation
Development & Cloud
- Python (Pandas, SQLAlchemy, FastAPI)
- SQL (Advanced Queries & Optimization)
- AWS (S3, Lambda, SageMaker, QuickSight)
- GCP (BigQuery, Cloud Functions)
- Docker, Git, CI/CD
Domain Expertise
- SaaS Metrics (MRR, ARR, Churn, LTV)
- Product Analytics & Usage Tracking
- Revenue Operations Analytics
- AI/ML Product Performance
- Cross-Functional Collaboration
Featured Projects
SaaS Financial Analytics Pipeline
Data Infrastructure & Business Intelligence
Built comprehensive data warehouse for SaaS business model with automated ETL processes, dimensional modeling, and self-service analytics. Implemented MRR/ARR calculations, customer segmentation, and retention analysis using BigQuery ML for anomaly detection.
Reduced month-end reporting from 5 days to 2 hours (96% improvement) • Enabled finance team self-service analytics • Automated data quality monitoring achieving 99.8% accuracy
Real-Time Market Analytics Platform
Interactive Dashboard & Data Engineering
Developed interactive analytics platform for real-time financial market analysis with ETL pipeline, technical indicators, and comparative analysis. Features intelligent data caching, fallback systems, and responsive design for executive reporting.
99% uptime with intelligent fallback systems • Real-time data processing with sub-second response times • Interactive multi-tab interface supporting complex analysis workflows
Legal AI Platform Analytics
Product Analytics & Multi-Tenant Architecture
Designed analytics infrastructure for AI-powered legal research platform with firm-specific data isolation, RAG system performance monitoring, and conversational AI usage analytics. Built HIPAA-compliant audit logging and subscription tier analysis.
Multi-tenant architecture supporting 100+ law firms • Real-time usage analytics for AI model optimization • Compliance-ready audit logging and data governance
Analytics Infrastructure Framework
Evaluation Platform & A/B Testing
Built modular framework for evaluating analytics models and A/B testing workflows. Enables standardized model comparison across product teams with automated reporting, statistical significance validation, and performance monitoring dashboards.
40% reduction in model evaluation time • Standardized evaluation across product teams • Automated A/B test significance calculations and reporting
Healthcare Operations Analytics
Predictive Analytics & Resource Optimization
Developed predictive analytics solution for hospital length of stay optimization, combining patient data analysis with operational insights. Created actionable recommendations for department resource allocation and cost reduction strategies.
10% reduction in average patient stay • $2,000 cost savings per optimized case • Real-time deployment enabling proactive resource allocation