Revenue growth engineered through data and machine learning.
Forecasting, recommendation engines, dynamic pricing and optimization designed to move financial metrics.
Mirza Ozer · Data Scientist
Forecasting
Optimization
Dynamic Pricing
Production ML
Mirza Ozer
Data Scientist
Impact
Selected outcomes
Revenue
—
Pricing · Upsell · Demand
Cost
—
Automation · Forecast accuracy
Ops
—
Pipelines · Monitoring · SLAs
Capabilities
Forecasting
Demand forecasting
Hierarchical / intermittent
Model monitoring
Optimization / Pricing
Dynamic pricing
Constraint optimization
Experimentation / A-B
Workflow
Discover
Problem framing · Metrics
Model
Baselines · Iteration
Ship
APIs · Pipelines
Monitor
Drift · Alerts
About
Focus
Revenue-impact ML systems
Forecasting at scale
Pricing & optimization with guardrails
Stack
Python
XGBoost
Dask
SQL