Hi, I'm Sivuyiso Mvani

Credit Risk & Data Science Intern

Passionate about transforming data into actionable insights

View My Work

About Me

Sivuyiso - About

I'm a Cape Town-based developer with a BSc in Applied Statistics from the University of Cape Town. My journey in tech began during my university years, where I discovered my passion for using data to solve real-world problems.

With over 3 years of professional experience, I've worked on various projects ranging from data analysis and visualization to full-stack web development. I'm particularly interested in the intersection of data science and web technologies, creating interactive and insightful data-driven applications.

When I'm not coding, you can find me hiking Table Mountain, exploring new coffee shops, or contributing to open-source projects. I'm always eager to learn new technologies and take on challenging projects.

View Resume

Technical Skills

Python
R
Jupyter
SQLite
Excel
Excel
Power BI
Power BI
VS Code

Featured Projects

Data Visualization Dashboard

An interactive dashboard built with React and D3.js to visualize financial data. Features include real-time updates, multiple chart types, and customizable filters.

React D3.js API Tailwind CSS
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Machine Learning Price Predictor

A predictive model that forecasts property prices based on historical data and various factors. Built with Python, scikit-learn, and deployed with Flask.

Python scikit-learn Flask Pandas
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E-commerce Platform

A full-stack e-commerce solution with product management, cart functionality, user authentication, and payment integration using Stripe.

Node.js MongoDB Express React
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Sentiment Analysis Tool

A web application that analyzes sentiment from text data. Uses natural language processing techniques and displays results with interactive visualizations.

Python NLTK Django Chart.js
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Portfolio Website

A responsive personal portfolio website built with HTML, CSS, and JavaScript. Features smooth scrolling, interactive elements, and a clean, modern design.

HTML CSS JavaScript Responsive
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Weather Forecast App

A weather application that provides forecasts based on user location. Features include 7-day forecasts, hourly updates, and weather maps.

JavaScript API Vue.js Geolocation
View Project

Qualifications

All
Education
Courses

BSc Applied Statistics

University of Cape Town (UCT)

  • 📅
    2020 - 2024
  • 📚
    Key Courses
    • Multivariate Data Analysis
    • Statistical Inference & Modelling
    • Operations Research
    • Research Data Analysis in Industrial Psychology
    • Data Analysis & Study Design
    • Advanced Calculus & Linear Algebra
    • Calculus-based Physics
    • Differential Equations & Applied PDEs
📄 Proof of Qualification

Applied Data Science Lab

World Quant University

  • 📅
    Completed: February 2024
  • 📚
    Key Topics
    • Python for Data Science
    • Exploratory Data Analysis
    • Machine Learning Fundamentals/li>
    • Feature Engineering & Model Evaluation
Python Data Science Machine Learning Feature Engineering Predictive Analytics Data Visualization SQL
🔗 View Credential

SQL Essential Training

LinkedIn Learning

  • 📅
    Completed: January 2024
  • 📚
    Key Topics
    • Basic Database structures
    • Composing queries
    • Accessing data from multiple tables
    • SQL functions
    • Grouping
    • Nesting Queries
    • Stored Queries as well as Adding, Modifying and Deleting data<
SQL SQLite Databases
🔗 View Credential

Excel Essential Training

LinkedIn Learning

  • 📅
    Completed: January 2024
  • 📚
    Key Topics
    • Basic Database structures
    • Composing queries
    • Accessing data from multiple tables
    • SQL functions
    • Grouping
    • Nesting Queries
    • Stored Queries as well as Adding, Modifying and Deleting data<
Excel Data Analysis
🔗 View Credential

Programming Foundations: Fundamentals

LinkedIn Learning

  • 📅
    Completed: January 2024
  • 📚
    Key Topics
    • Basic Database structures
    • Composing queries
    • Accessing data from multiple tables
    • SQL functions
    • Grouping
    • Nesting Queries
    • Stored Queries as well as Adding, Modifying and Deleting data<
Excel Data Analysis
🔗 View Credential

Programming Foundations: Beyond the Fundamentals

LinkedIn Learning

  • 📅
    Completed: January 2024
  • 📚
    Key Topics
    • Basic Database structures
    • Composing queries
    • Accessing data from multiple tables
    • SQL functions
    • Grouping
    • Nesting Queries
    • Stored Queries as well as Adding, Modifying and Deleting data<
Excel Data Analysis
🔗 View Credential

Get In Touch

Let's Talk

Whether you have a project in mind, a question about my work, or just want to say hello, I'd love to hear from you. Fill out the form or use the contact information below.

sivuyisomvn@gmail.com

Cape Town, South Africa