Enterprise data engineering. From raw to predictive.
9 practice areas covering data warehouse, multi-touch attribution, computer vision, ML forecasting. For clients with $100M+ revenue.
Data Engineering & Architecture
Data warehouses (BigQuery / ClickHouse / Databricks), medallion architecture, ETL Airflow, real-time Kafka + Spark + Delta.
Business Intelligence & Visualization
Tableau / Looker / Power BI / Superset · data marts · metrics dictionaries · anomaly alerts.
Product Analytics & Retention
Customer journey · RFM · Retentioneering · cohorts · A/B switchback · UX heatmaps.
Marketing Analytics
Multi-touch attribution · MMM · online+offline blend · UTM analysis · ROAS optimization.
Remarketing & Personalization
Dynamic feeds · multi-brand orchestration · ML recommendations · promo-code fraud detection.
Competitive Intelligence & Pricing
Industrial scraping (50k+ SKUs/day) · dynamic pricing · A/B price tests · gap identification.
Operational Optimization & Logistics
Last-mile routes (OR-Tools/OSRM) · demand forecasting ML · CV for kitchen / parking ops · SLA tracking.
Digital Platforms & E-commerce
UX redesign · mobile-first · self-service portals 24/7 · agent CRMs.
Machine Learning & Predictive Models
Churn · lead scoring · fraud · credit · clustering · CV including medical imaging.