I can help you build inventory forecasting and optimization models to improve your stock management
- 4.4
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Project Details
Why Hire Me for Inventory Forecasting and Optimization?
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I help businesses build inventory forecasting models that reduce uncertainty and improve supply chain performance. My models integrate demand forecasting, safety stock calculation, and dashboard-based monitoring to help you make confident replenishment and planning decisions.
Why Clients Trust My Inventory Management Services:
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Expertise in inventory forecasting, safety stock models, and supply chain forecasting
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Proven results across retail, manufacturing, and e-commerce
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Development of interactive inventory dashboards for real-time visibility
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Forecasting methods tailored to seasonality, lead time, and product category
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Clear documentation and post-delivery support for smooth implementation
What I Need From You to Start the Project
To design an inventory model that fits your business operations precisely, please provide:
1. Project Scope and Goals
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Define your key inventory challenges
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Specify objectives such as demand planning, order frequency optimization, or cost reduction
2. Data Inputs and Format
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Share sales, stock levels, lead times, and reorder history
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Provide the dataset in Excel, CSV, or database export
3. Forecasting and Optimization Requirements
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Mention whether you require inventory forecasting, demand forecasting, or safety stock optimization
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Highlight the KPIs you want to track such as service level, stock turnover, or order accuracy
4. Dashboard and Visualization Preferences
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Need an inventory management dashboard?
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Specify visual requirements: reorder alerts, aging stock reports, or category-wise trends
5. Validation and Reporting
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Availability of historical data for model validation
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Preferred format for the report — Excel, PDF, or interactive dashboard
6. Timelines and Communication
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Specify deadlines and review checkpoints
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Preferred contact mode: WhatsApp, Email, or Google Meet
How My Inventory Forecasting Models Add Value
My approach blends analytical rigor and business practicality. Each project focuses on:
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Reducing stockouts and minimizing overstock
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Aligning demand and supply forecasts for better operational decisions
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Simplifying complex data through clean dashboards and visual storytelling
Portfolio
Optimizing Reorder Points and EOQ for a U.S. Specialty Food Distributor Using R
Built an EOQ and reorder point model using R for a perishable goods distributor. The model reduced stockouts and waste while maintaining order frequency.
Building a Real-Time Inventory Forecasting Dashboard in R for a U.S. Auto Parts Retail Chain
Developed a Shiny dashboard in R for real-time forecasting and inventory monitoring across 20+ retail locations. Enabled accurate replenishment and reduced stock imbalances.
Inventory Simulation and Safety Stock Optimization Using R for a U.S. E-commerce Apparel Brand
Built a stochastic inventory simulation model in R to estimate safety stock levels during seasonal sales. Enabled better purchase planning and improved fulfillment rates.
Process
Customer Reviews
5 reviews for this Gig ★★★★☆ 4.4
Great value for the price, though setting up the Shiny app required some back-and-forth to get the inputs right.
Fast delivery, clean code, and helpful guidance on how to maintain the model for future use.
The R-based dashboard made it easier to visualize our inventory flow and optimize reorder points.
Excellent technical modeling, but I needed a bit more explanation to understand how the simulation worked.
The demand forecasting in R was accurate and helped us prepare better for seasonal sales cycles.






