Projects
A collection of data engineering, analytics, and web development projects showcasing my expertise and experience.
These are selected public projects. Many more private or client projects are not shown here.
Data Projects
Real-time Electricity Consumption Data Pipeline
Built a real-time data pipeline that processes and analyzes electricity consumption data from multiple sources. The system includes data ingestion, transformation, and visualization components, enabling real-time monitoring and analysis of power usage patterns.
Automated ETL Pipeline
Migrated stock market data processing from on-premise to AWS cloud with automated data pipeline. Implemented data quality checks, monitoring, and alerting systems. Used Airflow for orchestration and AWS services for scalable processing.
Apache Spark Data Processing
Focused on ingesting historical stock market data with comprehensive data quality analysis. Built scalable data processing pipelines using Apache Spark and implemented data validation using Deequ. Optimized performance for large-scale data processing.
Data Extraction & Analysis
Conducted thorough data analysis on Eskom electrification & Twitter data using Python. Implemented sentiment analysis and trend detection. Created interactive visualizations and automated reporting systems.
SQL Database Management
Transformed denormalized database for an Online Trading Store to optimize inventory management. Implemented efficient querying, indexing strategies, and data normalization. Improved query performance and data integrity.
Website Projects
The Meaterie - Authentic Soweto Braai Website
Developed a modern, visually rich website for The Meaterie, a Soweto-based barbecue restaurant. Features online menu, ordering, and authentic local branding.
Monde Nkuna Official Portfolio Website
Designed and developed my personal portfolio website to showcase data engineering, analytics, and cloud projects. Built with Next.js, TypeScript, and Tailwind CSS for a modern, responsive experience. Features project highlights, contact form, and blog.
SuitUs Store – Online Clothing Outlet for Adults
SuitUs Store is an online clothing outlet for adults, offering a wide range of men's and women's apparel. The site features ready-to-wear and tailored options, making it easy for adults to find stylish and practical clothing for any occasion.
The Black Basket Travel – Curated Journeys Around the World
The Black Basket Travel curates extraordinary travel experiences across Africa and the globe. From group adventures and private escapes to culinary journeys and romantic getaways, every itinerary is handcrafted to match your travel style and dreams.
SchoolED - Educational Services Platform
SchoolED is a comprehensive educational services platform dedicated to enhancing the learning experience across South Africa. The platform offers school uniforms, website development, event management, and more.
Intelligent Website Built on AWS Tools using NLP
Created an intelligent dynamic website using AWS services (Lambda, Dynamo DB, Comprehend, SES). Automated responses based on NLP analysis of visitor inquiries. Demonstrated serverless architecture and NLP skills for dynamic user interaction.
Personalized Website
Built a minimal coded robust, secure, scalable, and cost-effective website. Utilized Next.js, TypeScript, and Tailwind CSS for development. Implemented AWS Amplify for CI/CD automation, enabling hassle-free updates and deployments through Git. Employed a simplified data management approach to handle visitor requests.
Medical Web App Development
Development of medical web app for patient portal using Next.js and TypeScript. Incorporated a secure payment system and implemented a transactional database to manage transactions and user data. Hosted on Google Cloud Platform with BigQuery integration for business analytics.