Portfolio
Selected work
A sample of projects across data engineering, analytics, and AI. Details anonymized to protect client confidentiality.
Startup Analytics Platform
Built a complete analytics stack for an early-stage SaaS company — from raw event data in BigQuery to a self-service Looker Studio dashboard used daily by the founding team to track growth metrics, cohort retention, and marketing attribution.
Technologies
Results
- Dashboard adopted by entire team within 2 weeks
- Replaced 3 manual spreadsheet reports
- Reduced time-to-insight from days to minutes
Marketing Data Pipeline
Designed and deployed an ELT pipeline consolidating data from multiple advertising platforms, CRM, and web analytics into a single BigQuery data warehouse with modeled marketing attribution.
Technologies
Results
- Unified 5 data sources into one warehouse
- Automated daily reporting for marketing team
- Enabled accurate cross-channel attribution
AI Document Processor
Built an LLM-powered application that automatically extracts, classifies, and summarizes key information from large volumes of unstructured business documents, dramatically reducing manual review time.
Technologies
Results
- 90% reduction in manual document review
- Processed 10,000+ documents in first month
- Custom classification model with 95%+ accuracy
Executive Reporting Suite
Created an investor-ready reporting package in Looker with automated weekly snapshots, KPI tracking against targets, and drill-down capabilities for board meetings and fundraising conversations.
Technologies
Results
- Used in Series A fundraise deck
- Automated weekly investor updates
- Self-service drill-downs for leadership team
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