Probabilistic forecasting and perishable inventory decision system
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Updated
Nov 2, 2026 - Python
Probabilistic forecasting and perishable inventory decision system
Defending Asset Volatility in the Age of ASI via Pre-Actuation State Dissolution and Cryptographically Enforced Revenue Governance.
Autonomous decision engine built to maximize gross margin and clear highly perishable grocery inventory before spoilage using dynamic price elasticity models.
Enterprise multi-SKU foodservice demand forecasting & perishable inventory optimization engine featuring LightGBM, walk-forward CV, asymmetric loss modeling, FastAPI, MLflow, DVC, and Docker.
Full-stack floral inventory & instant delivery platform with FEFO allocation, dynamic discounts, Redis reservations, JWT auth, and OTP delivery.
Real-time price markdown optimization for shelf-life decaying SKUs (fresh produce, airline tickets, event seats), dynamic reservation price clearance, and margin preservation. Built for GenPark (https://www.genpark.ai).
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