My Lab / Causal ML
Dynamic Pricing Across a 60K+ SKU Catalog
A production pricing system: DML, elasticity, inventory, and operations in one loop. Source is private. The walkthrough is what I can show.
Python · Causal DML · Causal Forests · Clustering · Optimization · MLOps
Private system · logic only
What you observe
Price and quantity already happened. Someone set the price. A naive fit mostly recovers that policy.
Demand and revenue
Move price, change elasticity, watch the optimizer's favourite fiction appear. Synthetic only.
Demand ≈ 104 · Revenue ≈ 1875 · mint is demand, amber is revenue. Synthetic.