What I'm building

Projects

How I think

Forecast to launch

Every product launch, whether it ships in a box or on a rocket, runs on the same chain. These are the links I work on.

  1. 01Plan

    Forecast demand and balance it with supply through S&OP.

  2. 02Source

    Pick suppliers, secure capacity, and hedge risk on critical parts.

  3. 03Make

    Ramp production for new products without starving existing lines.

  4. 04Deliver

    Place inventory and move product at the lowest practical cost.

  5. 05Launch

    Hit the date, whether that is launch day in stores or on the pad.

  • FIG. 01In progress

    Hardware Demand-Sensing & Launch Readiness Planner

    Predicts what customers will demand, when, and where shortages or demand shifts may occur, using historical sales and external market signals.

    Where it sits in the chain
    Analytics level
    Predictive
    • Time-series forecasting
    • Demand sensing
    • Python
  • FIG. 02In progress

    End-to-End Hardware Supply Network Optimizer

    Uses the demand forecast to decide how much to produce, where to hold inventory, how to allocate limited supply, which suppliers to use, and how to move products at the lowest practical cost.

    Where it sits in the chain
    Analytics level
    Prescriptive
    • Linear programming
    • Network design
    • Inventory optimization
  • FIG. 03UM Solar Car TeamIn progress

    Millenium Materials Readiness & Risk Control Tower

    Connects BOM, inventory, procurement, engineering changes, and spares data to identify material shortages, revision risks, and build-readiness issues before they impact vehicle production.

    Where it sits in the chain
    Analytics level
    Prescriptive
    • Materials Planning
    • BOM & MRP
    • Inventory Optimization
    • SQL / Relational Data