You will get automated, accurate forecasts for demand planning
Project details
I have done forecasting (mostly demand planning) projects many times for different clients -- from small business owners to multi-billion companies for their entire global network. Here I offer a quick and standarised project to get high-quality forecasts, probably 80-90% of of the value of what you can get with unlimited resources. I will also gladly consult regarding the business process or forecasting approach. After project completion, I can of course help with many other next steps -- whether to fully automate the data processing, create dahsboards, perform the forecasts on regular basis, train the team, work on other related topics (e.g. inventory management by using the forecasts), etc.
Machine Learning Tools
Amazon SageMaker, AnyLogic, Apache Spark, ArcGIS, Azure Machine Learning, Databricks Platform, Databricks MLflow, KNIME, Kubeflow, Microsoft Power BI, MLflow, NumPy, pandas, PyMC, Python, Python Scikit-Learn, PyTorch, RapidMiner, scikit-learn, SciPy, SQL, Tableau, TensorFlow, Vertex AI, XGBoostWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$2,500
|
Advanced
$3,500
|
|---|---|---|---|
| Delivery Time | 14 days | 21 days | 28 days |
Number of Revisions | 1 | 2 | 2 |
Number of Model Variations | 3 | 5 | 5 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 2 | 2 | 2 |
Model Validation/Testing | |||
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$500 - $1,000
Additional Revision
+$600
Additional Model Variation
(+ 3 Days)
+$900
Additional Scenario
(+ 3 Days)
+$900
Additional Graph/Chart
(+ 3 Days)
+$900
Model Documentation
(+ 3 Days)
+$400
Data Source Connectivity
(+ 10 Days)
+$1,300
Source Code
(+ 3 Days)
+$1,300
Probabilistic Forecasting
(+ 5 Days)
+$1,300
Explainable AI
(+ 5 Days)
+$900
Training
(+ 5 Days)
+$500Frequently asked questions
About Arthur
Advanced Analytics / Data Science Consultant
Helmond, Netherlands - 9:37 am local time
I lead digitalization projects of multi-billion companies in fast-moving consumer goods, pharmaceutics and the process industry. I developed advanced analytics solutions, implementations and trainings for demand forecasting, inventory management, production planning & scheduling and general advanced data analytics solutions and team setup. One of the most tangible proejcts entailed an inventory optimization toolkit (Python) with an operational and management dashboard (Tableau) for the global supply chain that resulted in the reduction of more than $80 million of stock (agreed by the highest management) in the first year already.
I believe that practically any business process with numeric data can benefit from the application of smart data concepts to get better insights, to automate, and in general retrieve get work done that is better, faster and less error-prone. In turn, this enables people to focus on more value-adding activities.
Whether the investment in the advanced analytics solution is worth the effort/money, is another question. That's why I also love to help strategically and help with the project scope and roadmap to get things done that matter, with minimal resources.
Steps for completing your project
After purchasing the project, send requirements so Arthur can start the project.
Delivery time starts when Arthur receives requirements from you.
Arthur works on your project following the steps below.
Revisions may occur after the delivery date.
Agreement on general definitions and data validation
Define the project's objectives, data settings, and key deliverables. Verify the data quality, completeness, and relevance to the forecasting objectives. I'll share this as a report along some data statistics - after your confirmation I will continue
Modelling
(1) Data processing necessary to prepare for modelling, (2) evaluate and select appropriate forecasting models based on the requirements and the characteristics of the data, (3) train & test models and create first results.