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Fiverr Pro
English
$
USD
I will segment default risk and do credit risk analytics
Data Analyst Specializing In Customer Risk And Retention Analytics
I am a Data Analyst specializing in customer risk, retention, sales, and business performance analysis. I use SQL, Python, Excel, and Tableau to turn raw data into actionable insights.
Expertise incl...
About this Gig
Are you looking to minimize financial losses and uncover hidden risks in your lending data?
Unmanaged credit risk can quietly drain your portfolio. I provide expert credit risk analysis and data analytics to help you understand exactly who is most likely to default, what risk signals matter most, and where your financial exposure is concentrated.
As a professional data analyst, I translate complex financial data into actionable business insights. I focus entirely on evidence-based analysisno black-box conclusions, just clear metrics your business can rely on.
What I Can Do For You:
- Risk Segmentation: Segment borrowers by default risk to isolate high-risk groups.
- Repayment Analysis: Analyze delinquency, trends, and historical repayment patterns.
- Risk Signal Identification: Pinpoint the strongest variables driving credit defaults.
- Exposure Quantification: Calculate your total financial exposure and revenue at risk.
- Data Visualization: Build clean, interactive Tableau dashboards or Excel tools.
- Strategic Reporting: Deliver clear, explainable findings and expert risk mitigation recommendations.
Please message me before placing an order so we can discuss your data format and project
My Portfolio
FAQ
What tools do you use for the analysis?
I use Python, SQL, Excel, and Tableau for data cleaning, advanced risk segmentation, data visualization, and reporting, depending on your project needs.
Can you work with messy or incomplete data?
Yes. I provide data cleaning for raw CSV or Excel datasets. However, the depth of the findings depends heavily on the overall quality of your historical lending data.
Can you build a custom credit scoring or risk segmentation system?
Yes. I can design an explainable risk scoring framework based on borrower behaviors. The scoring logic will be fully documented and transparent, never a black box.
Can you segment borrowers into specific risk tiers?
Yes. I can categorize your data into Low, Medium, High, and Critical risk tiers based on your specific business requirements and lending context.
Can you identify the strongest predictors of default?
Yes. I use predictive modeling techniques to pinpoint exactly which borrower characteristics and financial behaviors are most strongly correlated with default or delinquency.
Can you quantify our financial exposure or potential losses?
Yes. If your dataset includes fields like loan amounts, credit limits, or outstanding balances, I will calculate the total financial exposure and revenue at risk.
Will my delivery include an interactive dashboard?
This depends on your package. The Standard and Premium packages include an interactive Tableau or Excel dashboard. The Basic package includes static charts.
What do you need from me to get started?
Please provide your anonymized borrower or loan dataset (CSV/Excel), a brief overview of your lending business, and the specific risk questions you want answered.
Do you provide regulated financial advice?
No. I provide objective data analytics, risk segmentation, and evidence-based recommendations based on your historical data. I do not provide regulated lending or legal advice.
