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English
$
USD
I will build a machine learning model for your financial or transaction data
About this Gig
I build machine learning models for financial and transaction data classification, clustering, and risk scoring, with a focus on real business value, not just accuracy scores.
What I offer: data cleaning and preparation, classification or clustering models (Logistic Regression, Random Forest, XGBoost, K-Means), and evaluation tied to your actual business goal I look at what a wrong prediction really costs you, not just how "accurate" it looks on paper.
Background: Data Analytics internship at Banque Misr's Digital, AI & Data Governance department, building loan approval classifiers and customer segmentation models. I've since rebuilt similar work as open portfolio projects on GitHub, including a cost-sensitive credit risk classifier and a behavioral customer segmentation model both linked in my profile.
Programming language:
Python
•
R
•
SQL
•
Colab
•
Java
Frameworks:
Scikit-learn
•
DeepPy
•
PyTorch
•
Panda
•
Other
Tools:
Jupyter Notebook
•
Excel
•
Colab
•
RStudio
My Portfolio
FAQ
Why does this cost more than a typical "quick ML script" gig?
This service includes real evaluation tied to business outcomes, not just accuracy — plus data cleaning, documented code, and (in higher tiers) a written report. It's built to be something you can actually act on, not just a model that scores well on paper.
Can I see examples of your previous work?
Yes — I have two public GitHub projects: a cost-sensitive loan default risk classifier and a credit card customer segmentation model, both linked in my profile.
Do I need labeled data for classification?
Yes — I need a column showing the outcome you want to predict (e.g. "defaulted" or "did not default"). Not sure if your data qualifies? Message me first and I'll check.
Can you work with a small dataset?
Yes. Smaller datasets mean simpler models, and I'll be upfront about how reliable the results will be given your data size.
Can I request revisions?
Yes — revisions are included per package tier, and additional revisions can be added as an extra.
Do you offer ongoing model monitoring or deployment?
Not currently — this service covers building and delivering a working model, not hosting or maintaining it in production.
