You will get AI & Machine Learning Solution for Smarter Pharma Inventory Management
Project details
AI-Powered Pharma Forecasting
My hybrid LSTM+XGBoost model delivers 92.4% accurate demand predictions, uniquely combining:
Real-time POS integration
Perishable-first prioritization
Proven results (29% fewer stockouts, 16% less waste)
Built by an AI engineer passionate about healthcare logistics.
My hybrid LSTM+XGBoost model delivers 92.4% accurate demand predictions, uniquely combining:
Real-time POS integration
Perishable-first prioritization
Proven results (29% fewer stockouts, 16% less waste)
Built by an AI engineer passionate about healthcare logistics.
Machine Learning Tools
NumPy, pandas, Python Scikit-Learn, scikit-learn, SciPy, XGBoostWhat's included
| Service Tiers |
Starter
$5
|
Standard
$12
|
Advanced
$25
|
|---|---|---|---|
| Delivery Time | 30 days | 60 days | 70 days |
Number of Revisions | 3 | 5 | 5 |
Number of Model Variations | 1 | ||
Number of Graphs/Charts | 3 | 8 | 9 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code | - | - | - |
About Mazin
AI & Software Developer | Machine Learning Enthusiast | Problem Solver
Alexandria, Egypt - 3:19 am local time
I specialize in helping businesses and startups solve their toughest AI and software problems — from building accurate machine learning models to creating complete, scalable applications. I understand the frustration of investing in tech that doesn’t deliver, and my goal is to make sure your solution works seamlessly in the real world.
With expertise in Python, C++, Java, ROS, TensorFlow, and OpenCV, plus hands-on experience in computer vision, prediction systems, and robotics, I bring both the technical skill and problem-solving mindset to deliver projects that make a measurable impact.
– Mazin Wael, AI & Software Development Enthusiast
Steps for completing your project
After purchasing the project, send requirements so Mazin can start the project.
Delivery time starts when Mazin receives requirements from you.
Mazin works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery Call
Align on goals/data requirements