I will build python machine learning models for prediction, churn and classification
Pakistan
116 orders completed
PhD AI Engineer, AI Chatbots, AI Agents, ML, Flutter AI Apps, DevOps
About this Gig
Need a machine learning model that predicts churn, sales, risk or customer behaviour from your data, explained in plain English?
I'm a PhD AI Engineer and Software Engineering lecturer with 8+ years of experience in machine learning, deep learning and data science.
What I build:
- Churn prediction and customer segmentation
- Sales, demand and price prediction
- Classification and regression models
- Fraud and anomaly detection
- Recommendation systems
- Deep learning models (TensorFlow, PyTorch)
How I work:
1. Clean and explore your data (EDA)
2. Engineer features and compare models (scikit-learn, XGBoost, LightGBM, neural networks)
3. Tune and validate with clear metrics
4. Explain what drives the predictions (feature importance, SHAP)
5. Deliver a Jupyter notebook, report and, optionally, an API
Data from CSV, Excel, SQL or Google Sheets. Your data stays confidential.
Order the Basic package for a quick model, or send me your dataset and goal for a free assessment.
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What data do you need from me?
A CSV, Excel or SQL export with the target column (for example "churned yes/no") and a short description of the columns.
Which algorithms do you use?
Logistic regression, random forest, XGBoost, LightGBM and neural networks. I compare several and pick the best on your metric.
How accurate will the model be?
It depends on your data. I report honest test-set metrics (accuracy, F1, AUC, RMSE) and explain the limitations.
Do I need to know Python to use it?
No. You get a plain-language report; the notebook and API are there if your team needs them.
Can you deploy the model?
Yes. The Premium package includes a FastAPI endpoint with Docker; see also my DevOps gig.
Is my data confidential?
Yes. Your data is used only for your project and deleted after delivery on request. I can sign an NDA.
1 reviews for this Gig
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Rating Breakdown
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- Quality of delivery
- Value of delivery
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S satlogsatlog

United States
Amazing experience working with Irfan. He understood the machine learning task perfectly and delivered exactly what I needed with great quality and professionalism. Communication was smooth, delivery was on time, and the work exceeded my expectations. Highly recommended
$50
Price
1 day
Duration
Helpful?
1 reviews for this Gig
| (1) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
S satlogsatlog

United States
Amazing experience working with Irfan. He understood the machine learning task perfectly and delivered exactly what I needed with great quality and professionalism. Communication was smooth, delivery was on time, and the work exceeded my expectations. Highly recommended
$50
Price
1 day
Duration
Helpful?

