You will get End-to-End Machine Learning Model Development (Data → Model → Deployment)


Project details
I provide complete end-to-end machine learning solutions that transform your raw data into practical, usable insights and predictive models. What sets my project apart is the combination of hands-on experience in data preprocessing, model training, and optimization with the ability to deliver a ready-to-use deployment in the form of a web app or API.
Many freelancers stop at delivering code, but I ensure you receive a production-ready model with documentation, clear instructions, and optional deployment support so you can integrate it directly into your business or product.
With expertise in data cleaning, sparse matrices, similarity-based models, and deployment using Flask/streamlit, I make sure your project is built with industry best practices, scalable code, and tested performance.
Whether you need a simple model prototype or a fully deployed solution, I guarantee transparent communication, organized delivery, and post-delivery support for a smooth handover.
Many freelancers stop at delivering code, but I ensure you receive a production-ready model with documentation, clear instructions, and optional deployment support so you can integrate it directly into your business or product.
With expertise in data cleaning, sparse matrices, similarity-based models, and deployment using Flask/streamlit, I make sure your project is built with industry best practices, scalable code, and tested performance.
Whether you need a simple model prototype or a fully deployed solution, I guarantee transparent communication, organized delivery, and post-delivery support for a smooth handover.
Machine Learning Tools
Keras, MLflow, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlowWhat's included
| Service Tiers |
Starter
$20
|
Standard
$30
|
Advanced
$50
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 12 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 6 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code |
Optional add-ons
You can add these on the next page.
Additional Model Variation
(+ 3 Days)
+$10
Additional Scenario
(+ 2 Days)
+$5
Additional Graph/Chart
(+ 1 Day)
+$5
Redesign or Customize Deployment UI
(+ 2 Days)
+$10Frequently asked questions
About Ahmed
Data Scientist & ML Engineer
Maadi Cornish, Egypt - 8:14 am local time
✔ Skilled in Python, SQL, data preprocessing, and visualization
✔ Experience with classification, regression, and recommendation systems
✔ Strong background in databases and end-to-end ML workflows
✔ Committed to clear communication and delivering reliable results
If you’re looking for someone to handle your data challenges and provide accurate, scalable AI solutions, I can help.
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 Collection & Understanding
Review dataset, check structure, and clarify project requirements.
Data Cleaning & Preprocessing
Handle missing values, feature engineering, encoding, and normalization.






