Home About Me Skills Experience Projects Contact
A portrait of Thabiso Ndebele

Thabiso
Ndebele

# Data Analyst

'Vibe Coder'

// About Me

"""Hello! I'm Thabiso, a data analyst—which is a polite way of saying I argue with databases for a living until they reveal their secrets."""
"""Based in Johannesburg, my journey into data was sparked by a fascination with its use in Formula 1. Watching engineers analyze everything from race patterns and pit-stop windows to wind direction in pursuit of a win is what led me to discover my passion. And for someone who was never a 'maths person', I've discovered I'm exceptionally good at making numbers make sense."""
"""There are three things I enjoy the most: fast cars, a VLOOKUP that works on the first try, and a problem that refuses to be solved. So if your data is being difficult, let me have a chat with it. We'll sort it out."""

// My Skills

Python Icon
0%

Python()

Core language for data manipulation, automation, and analysis.

Excel Icon
0%

Excel()

Advanced spreadsheet analysis, modeling, and dashboarding.

Power BI Icon
0%

Power_BI()

Creating interactive and insightful business intelligence reports.

MySQL Icon
0%

MySQL()

Managing and querying data from relational database systems.

Firebase Icon
0%

Firebase()

Utilizing NoSQL databases for web applications.

AI Icon
0%

AI_Prompting()

Crafting effective prompts for AI models.

Figma Icon
0%

Figma()

Designing and prototyping user interfaces.

// Experience

April 2024 - Present

BSc Data Science Student

IU International University of Applied Sciences

I am currently acquiring a comprehensive understanding of data science principles, statistical analysis, machine learning, and data visualization techniques.

January 2024 - Present

Data Capturer

Freelance

I accurately transcribe and input data from various sources into digital formats. My work has significantly improved data integrity and accessibility for multiple clients, streamlining their operations and decision-making processes.

July 2024 - February 2025

Data Analytics Lead Mentor

ALX South Africa

As a Lead Mentor, I guided and supported aspiring data analysts through their learning journey. I was responsible for facilitating group sessions, providing one-on-one assistance, and reviewing projects. My mentorship directly contributed to a 90% project completion rate for my mentees, preparing them for successful careers in the field.

February 2025 - August 2025

Data Quality Control Intern

Top Image Africa & MTN

In this 6 months internship, I was responsible for ensuring the accuracy and consistency of large datasets. I developed and implemented data cleaning protocols that reduced data entry errors, improving the overall reliability of business intelligence reports and supporting strategic planning initiatives.

// Featured Projects

F1 Project Screenshot

Qualifying Impact Analysis

In this project, I set out to determine how much a driver's starting position influences their final race outcome. I analyzed data by circuit and season to find where a good qualifying lap is most critical.

Python Pandas Matplotlib SQL
Sector Analysis Project Screenshot

Sector Performance Dashboard

I tracked the performance of various market sectors like Tech and Healthcare over five years. My goal was to identify which performed best during different economic conditions, using data from Yahoo Finance.

Python Power BI Tableau
Taxi Finder App Screenshot

Gauteng Taxi Finder App

I developed this app using Firebase to provide Gauteng residents with real-time taxi information. It features route mapping, fare estimations, and location-based services to streamline public transport.

Firebase Figma UI/UX Design

// Connect

My data skills are a great conversation starter. Let's Connect!

## Current Status

// Always open to new opportunities
const openToWork = true;
const collaborationReady = true;
const passionLevel = "maximum";

Available for

Collaborations

## Connect

"Every data point tells a story; I make it a successful one."