I will perform statistical data analysis and build credit risk models

South Africa

I speak English, Xhosa, Afrikaans

Computer Science, Statistics, and Information Systems

I'm a Computer Science, Statistics, and Information Systems undegrad at Rhodes University, with practical experience in software development and system administration from the ABSA Youth Programme. I'...
About this Gig

Turning raw data into decisions you can act on.

I'm a Computer Science, Statistics, and Information Systems undegrad specializing in interpretable, regulatory-grade data models. Most recently, I took 2nd place nationally in FNB's DataQuest credit risk modeling competition.

What I Offer

  • Data Cleaning & Analysis: Accurate wrangling of complex datasets and surveys using Python, SQL, and R.
  • Financial & Credit Risk Modeling: Building predictive models engineered with explainable techniques (SHAP, scorecards) that pass compliance scrutiny.
  • Fairness & Bias Auditing: Checking model outputs to ensure fairness across demographic and risk profiles.
  • Clear Visual Reporting: Interactive dashboards, crisp charts, and plain-language summaries that non-technical leaders can act on immediately.
  • Reliable Execution: Fast turnaround, proactive progress updates, and transparent communication.

How We Work Together

  1. Scope & Share: You send your raw data and business goals.
  2. Explore & Analyze: I clean, explore, and model the dataflagging anomalies, risks, and insights along the way.
  3. Deliver & Refine: You receive a complete package (insights summary, visuals, code, and next steps) with rev

Technology:

Alteryx

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Apache Spark

•

Excel

•

Google Sheets

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MATLAB

•

SAS

Analysis Type:

Quantitative Analysis

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Statistical Analysis

Expertise:

Web analytics

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Business Insights

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Trends

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Probability

Programming language:

Python

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R

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SQL

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NoSQL

Tools:

Minitab

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SmartPLS

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RStudio

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Stata

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Microsoft Excel

My Portfolio

Other Data Analytics Services I Offer