I can help you build inventory forecasting and optimization models to improve your stock management

  • 4.4
  • (5)
I can help you build inventory forecasting and optimization models to improve your stock management
I can help you build inventory forecasting and optimization models to improve your stock management
I can help you build inventory forecasting and optimization models to improve your stock management
I can help you build inventory forecasting and optimization models to improve your stock management
I can help you build inventory forecasting and optimization models to improve your stock management
I can help you build inventory forecasting and optimization models to improve your stock management

Project Details

Why Hire Me for Inventory Forecasting and Optimization?


📱Click to Connect on Whatsapp to Discuss Your Project

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:

  • Expertise in inventory forecasting, safety stock models, and supply chain forecasting

  • Proven results across retail, manufacturing, and e-commerce

  • Development of interactive inventory dashboards for real-time visibility

  • Forecasting methods tailored to seasonality, lead time, and product category

  • 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

  • Define your key inventory challenges

  • Specify objectives such as demand planning, order frequency optimization, or cost reduction

2. Data Inputs and Format

  • Share sales, stock levels, lead times, and reorder history

  • Provide the dataset in Excel, CSV, or database export

3. Forecasting and Optimization Requirements

  • Mention whether you require inventory forecasting, demand forecasting, or safety stock optimization

  • Highlight the KPIs you want to track such as service level, stock turnover, or order accuracy

4. Dashboard and Visualization Preferences

  • Need an inventory management dashboard?

  • Specify visual requirements: reorder alerts, aging stock reports, or category-wise trends

5. Validation and Reporting

  • Availability of historical data for model validation

  • Preferred format for the report — Excel, PDF, or interactive dashboard

6. Timelines and Communication

  • Specify deadlines and review checkpoints

  • 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:

  • Reducing stockouts and minimizing overstock

  • Aligning demand and supply forecasts for better operational decisions

  • 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

5 Stars
(2)
4 Stars
(3)
3 Stars
(0)
2 Stars
(0)
1 Stars
(0)
Rating Breakdown
  • Seller communication level ★ 5
  • Recommend to a friend ★ 3.8
  • Service as described ★ 4.4

🇦🇺
Samuel Green
4.7 7 July 2025

Great value for the price, though setting up the Shiny app required some back-and-forth to get the inputs right.



🇦🇪
Noor Al-Fahad
4.3 7 July 2025

Fast delivery, clean code, and helpful guidance on how to maintain the model for future use.



🇧🇷
Leonardo Costa
4.3 7 July 2025

The R-based dashboard made it easier to visualize our inventory flow and optimize reorder points.



🇩🇪
Sophia Müller
4.7 7 July 2025

Excellent technical modeling, but I needed a bit more explanation to understand how the simulation worked.



🇯🇵
Haruto Sakamoto
4 7 July 2025

The demand forecasting in R was accurate and helped us prepare better for seasonal sales cycles.


Doesn’t matter you are a company or a student!

Frequently Asked Questions

I will give you the price after checking the project details.

It will be given after discussion by looking at the complexity of the task and our mutual understanding.

You can trust me because I have been working as a data analyst from past 7 years and have worked on projects across multiple industries.

Refund will be discussed after our mutual discussion and complexity of task. If I completely fail to deliver the task, I will refund 100% of the amount.

50% will be in advance and 50% after the delivery of complete task. This is negotiable and can be discussed and finalized after our discussion.

Data confidentiality is paramount. I adhere to strict data security protocols and ensure that all client information is handled with the utmost discretion and security.

Yes, I have experience across various industries and can tailor my approach to meet the specific needs and nuances of your sector.

I can address a range of inventory management challenges, including optimizing order quantities, minimizing holding and shortage costs, and forecasting demand accurately using R.

Absolutely, I specialize in developing R models that can be integrated with your existing inventory or ERP systems, ensuring seamless operation and data flow.

Yes, I provide comprehensive support in model implementation, as well as in interpreting and utilizing the model outputs for effective inventory management.

I ensure accuracy by using reliable data sources and robust statistical methods in R, and I focus on practicality by customizing models to fit your specific business context and operational constraints.