Are you looking to make the best possible decisions in complex scenarios? Beyond just predicting what will happen, I help you decide what should happen to maximize efficiency, minimize costs, or achieve specific business goals.
I specialize in Advanced Business Optimization, transforming your operational challenges into strategic advantages. My service designs and implements robust prescriptive analytics solutions that guide you to the most optimal actions.
What This Service Includes:
1. Problem Structuring & Data Integration:
- Work closely to define your optimization objectives, constraints, and decision variables.
- Integrate relevant data (e.g., predicted demand from ML models, operational data) into a structured format for optimization.
2. Mathematical Optimization Model Development:
- I design and implement custom optimization models for various problems, including:
- Vehicle Routing Problem (VRP): For logistics, delivery, and fleet management.
- Facility Location: Optimal placement of stores, warehouses, or service points.
- Resource Allocation: Efficiently assigning limited resources to tasks.
- Scheduling: Optimizing task sequences and timelines.
- Utilizing powerful solvers and frameworks like Google OR-Tools and Pyomo (for MILP).
3. Solution Analysis & Scenario Planning:
- Provide clear analysis of the optimal solution, explaining the "why" behind the recommendations.
- Offer insights into how changes in constraints or objectives could impact the optimal outcome.
4. Implementation Guidance & Documentation:
- Deliver well-documented models and provide guidance for integrating the optimization logic into your existing systems or workflows.
Why Choose Me for Optimization?
- Strategic Decision-Making: Move beyond intuition. I provide data-driven, mathematically sound recommendations for your most critical business decisions.
- Complex Problem Solver: My expertise with advanced techniques (like Mixed-Integer Linear Programming - MILP) allows me to tackle even the most intricate operational puzzles.
- Practical Experience: Applied experience in real-world scenarios, from optimizing logistics routes in NYC to strategic EV charging station placement.
Let's transform your operational challenges into optimized, profitable outcomes.