You will get AI sales forecasting system with risk alerts & performance tracking
Project details
You will get an enterprise-grade forecasting platform that transforms how you predict demand and make strategic decisions. My approach combines multiple machine learning models including LSTM networks, XGBoost, Prophet, and Croston's method, creating robust predictions that adapt to your specific business patterns. With my mechanical engineering background and hands-on experience in manufacturing and supply chain operations, I understand the real challenges you face with inventory planning and demand forecasting. I've worked with companies across four continents, processing massive datasets and building automated systems that eliminate hours of manual work. The dashboard I create isn't just charts but a professional tool designed for executive presentations, complete with risk alerts, confidence intervals, and actionable insights. Everything is custom-built for your business, from initial data processing through final deployment. You'll receive comprehensive documentation and training so your team can maximize the platform's value. This goes beyond basic forecasting to provide strategic intelligence needed to optimize inventory, reduce costs, and gain competitive advantage.
Machine Learning Tools
Microsoft Excel, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, XGBoostWhat's included
| Service Tiers |
Starter
$800
|
Standard
$1,200
|
Advanced
$5,000
|
|---|---|---|---|
| Delivery Time | 14 days | 25 days | 40 days |
Number of Revisions | 2 | 3 | 5 |
Number of Model Variations | 1 | 3 | |
Number of Graphs/Charts | 5 | 10 | 15 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$350 - $850
Additional Revision
+$150
Additional Graph/Chart
(+ 2 Days)
+$100
4 reviews
(4)
(0)
(0)
(0)
(0)
This project doesn't have any reviews.
JS
Jeffrey S.
Jan 24, 2023
Expert Statistician for data set analysis
JP
John P.
Jun 24, 2022
Excel Formula needed to distribute values unevenly across cells
"Top notch expertise and professionalism. Everything was terrific. Thank you"
MS
MyQourse S.
Apr 1, 2022
Python Code to Produce histogram for digital currency
This freelancer does the required job in a professional manner, with his code commented, and, adds his own touches to make the desired outcome much easier to identify and to read.
I rehired him this time, and, will rehire him in the future for any python analysis.
I rehired him this time, and, will rehire him in the future for any python analysis.
MS
MyQourse S.
Mar 7, 2022
Quick Dataset Manipulation [Python]
Mr. Ahmed has understood the task well, and, has done it well. he also used the same development I used. He has exceptional python skills and for sure would rehire him for the next contract.
About Ahmed
Business Intelligence Engineer | Process Automation & Data Solutions
100%
Job Success
Milton, Canada - 8:02 pm local time
With a Mechanical/Mechatronics Engineering background and proven experience across manufacturing and supply chains, I've delivered results for companies from startups to Fortune 500 enterprises across four continents.
-What I Deliver:
*Intelligent Automation: Transform manual processes into scalable systems that eliminate bottlenecks and reduce operational costs
*Predictive Analytics: Build forecasting models and real-time dashboards that guide strategic decisions
*Legacy Modernization: Convert outdated systems into robust, cloud-based solutions
*Enterprise Data Solutions: Process massive datasets and create actionable insights for executive teams
-Technical Capabilities:
Advanced Python/SQL development, machine learning implementation, cloud platforms (AWS), and enterprise dashboard creation.
Let's discuss how I can streamline your operations and accelerate growth.
Steps for completing your project
After purchasing the project, send requirements so Ahmed can start the project.
Delivery time starts when Ahmed receives requirements from you.
Ahmed works on your project following the steps below.
Revisions may occur after the delivery date.
Data Discovery & Analysis
Examine your historical sales data to identify patterns, seasonality, trends, and data quality issues. Understand your business context, forecasting objectives, and specific requirements to determine the optimal AI modeling approach.
Data Preprocessing & Feature Engineering
Clean and prepare data by handling missing values, detecting outliers, normalizing formats, and creating relevant features like lags, moving averages, and time-based variables to maximize forecasting model performance.