You will get a machine learning prediction model in Python
Project details
Transform your business data into accurate predictions and actionable insights with a complete end-to-end Machine Learning solution.
I manage the entire predictive analytics workflow, from understanding your business objectives to delivering a production-ready model. Whether your data comes from Excel, CSV, SQL databases, or APIs, I clean, preprocess, analyze, and transform it into reliable machine learning models using industry best practices.
Depending on your project, I can develop regression, classification, forecasting, clustering, or recommendation models using Python, Scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, or PyTorch. Every solution includes thorough data preprocessing, feature engineering, model evaluation, hyperparameter tuning, and explainability with SHAP.
You can also receive an interactive dashboard built with Streamlit or Power BI, comprehensive documentation, and optional deployment through FastAPI or cloud platforms.
My goal is to deliver scalable, well-documented, and business-oriented machine learning solutions that support confident, data-driven decision making.
I manage the entire predictive analytics workflow, from understanding your business objectives to delivering a production-ready model. Whether your data comes from Excel, CSV, SQL databases, or APIs, I clean, preprocess, analyze, and transform it into reliable machine learning models using industry best practices.
Depending on your project, I can develop regression, classification, forecasting, clustering, or recommendation models using Python, Scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, or PyTorch. Every solution includes thorough data preprocessing, feature engineering, model evaluation, hyperparameter tuning, and explainability with SHAP.
You can also receive an interactive dashboard built with Streamlit or Power BI, comprehensive documentation, and optional deployment through FastAPI or cloud platforms.
My goal is to deliver scalable, well-documented, and business-oriented machine learning solutions that support confident, data-driven decision making.
Machine Learning Tools
Azure Machine Learning, Databricks MLflow, MLflow, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$120
|
Standard
$280
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 5 days | 8 days | 12 days |
Number of Revisions | 2 | 3 | Unlimited |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 2 | 4 |
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
+$40 - $100
Additional Revision
+$20
Additional Model Variation
(+ 2 Days)
+$80
Additional Scenario
(+ 1 Day)
+$40
Additional Graph/Chart
(+ 1 Day)
+$15
Data Source Connectivity
(+ 1 Day)
+$50
Interactive Dashboard (Streamlit)
(+ 3 Days)
+$120
SHAP Explainability Report
(+ 2 Days)
+$100
Model Deployment API (FastAPI)
(+ 4 Days)
+$150About Sofiane
Data Scientist | Machine Learning | Python, R & Power BI Developer
Algiers, Algeria - 12:06 pm local time
Steps for completing your project
After purchasing the project, send requirements so Sofiane can start the project.
Delivery time starts when Sofiane receives requirements from you.
Sofiane works on your project following the steps below.
Revisions may occur after the delivery date.
Business Understanding & Data Review
Review your objectives, dataset, target variable, and project requirements.
Data Preparation & Exploratory Analysis
Clean, preprocess, validate the data, perform feature engineering, and conduct exploratory data analysis.