I will build an end to end machine learning pipeline with python
About this Gig
Sitting on a dataset but don't know what to do with it?
I build production-grade ML pipelines clean, documented, deployable code. Not just notebooks.
What's included:
- Data cleaning & feature engineering (no data leakage)
- Model benchmarking: Logistic Regression, Random Forest, XGBoost
- Evaluation with the right metrics for your use case
- Clean, commented, ready-to-run Python code
Built in production:
- ML anomaly detection engine at Morocco's national securities depository (MAROCLEAR)
- Customer segmentation model at Crédit du Maroc (top Moroccan bank)
- Telecom churn pipeline XGBoost AUC 0.763, Recall 0.794
I work with classification, regression, clustering, financial and time-series data.
Message me before ordering I'll review your dataset and confirm delivery.
Programming language:
Python
•
R
•
SQL
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
Tools:
Jupyter Notebook
•
OpenCV
•
RStudio
•
Other
FAQ
What types of datasets do you work with?
I work with tabular, financial, transactional, and time-series data. CSV, Excel, or database exports are all fine. If you're unsure, message me and share a sample — I'll tell you what's possible.
Do I need to prepare my data before sending it?
No. Data cleaning and preprocessing is included in all packages. Send it as-is.
Will I be able to understand and run the code myself?
Yes. Every file is fully commented and comes with a README explaining how to run it. You don't need to be a developer.
What if my dataset is confidential?
I sign NDAs on request. Your data is never shared or retained after delivery.
Can you deploy the model as an API?
Yes — this is included in the Premium package (FastAPI + Docker). For Basic and Standard, I deliver ready-to-run Python scripts.

