Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain
Creating Supply & Demand during tough times of lockdown caused by COVID-19
A spare engine placement generator based on a Finite-Horizon Markov Decision Process
Warehouse demand forecasting — Prophet, ARIMA & ensemble models. Stock alerts, What-if simulator, PDF purchase orders. 45 French SKUs, 11-tab dashboard.
Multi-model time-series forecasting with Bayesian Optimisation (Optuna TPE): SARIMA, Random Forest, XGBoost, LightGBM, Prophet, LSTM, and QuantileML probabilistic forecasts behind a unified ModelSpec protocol. Walk-forward validated; supports monthly, weekly, daily, and hourly data.
Demand shaping through pricing and promotion optimization
Stochastic model to predict event probability and forecast store demand using Python
Product demand cannibalization model for new product launch impact
Reproducible demand forecasting analysis with Prophet + R, published as interactive website via Quarto + GitHub Pages. Scientific reproducibility for business planning.
GenAI demand planner v2 with multimodal data fusion
Multi-method demand forecasting toolkit using ARIMA, Prophet, LSTM, and XGBoost for supply chain planning with automated model selection and accuracy benchmarking
Near-term demand sensing ML external signals
Aggregate production planning linear programming
Demand regime change detection
The goal of this project was to explore demand forecasting using R, analyze trends, seasonality, and create ARIMA models to predict future demand. This README provides an overview of the project and its structure.
Zero-dependency demand forecasting for seasonal businesses. Pure statistics, no ML, no cloud costs.
Power BI supply chain planning dashboard for demand review, inventory health, stock rebalancing, and revenue phasing analysis.
End-to-end Amazon Sales Analytics Dashboard with PPC Optimization, Funnel Analysis, Forecasting & Stock Planning
Top-down demand disaggregation from aggregate forecast to SKU-location level
Demand forecasting models for supply chain and inventory planning
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