About Me Education Projects Skills Approach Contact

Hi, I'm Kwanele Ntshangase .NET Fullstack Developer

Building production-deployed systems for real users — ASP.NET Core, React, Azure, and Clean Architecture.

Learn more about me
Kwanele

Kwanele Ntshangase About Me

Junior .NET Fullstack Developer specialising in ASP.NET Core 8, React, and Clean Architecture. I build production-grade systems — a SAPS/ITAC-compliant scrapyard platform, a POPIA-audited hospital management system, and a cloud-deployed library platform on Azure App Service. I care about real-world constraints: compliance, performance, and maintainability.

Kwanele working

Education & Certifications

Academic foundation and continued learning

Diploma in Information Technology

Nelson Mandela University

Dec 2025

AI Fluency Framework & Foundations

Anthropic

Mar 2026

Claude 101

Anthropic

Mar 2026

Zapier 101 — The Ultimate Automation Course

Udemy

Feb 2026

Angular 20 & ASP.NET Core Web API

Udemy

Oct 2025

Python Data Science: Data Prep & EDA

Udemy

Sep 2025

Data Analyst Bootcamp: Python, Excel, Power BI & SQL

Udemy

Oct 2025

Introduction to Cybersecurity

Cisco Networking Academy

Oct 2023

C# Programming Award

Nelson Mandela University

Apr 2024

Student Merit Award

Nelson Mandela University

2024 & 2025

Skills & Technologies

Technologies I work with to build exceptional applications

C#
C#
ASP.NET Core
ASP.NET Core
Entity Framework Core
Entity Framework Core
SignalR
SignalR
Python
Python
JavaScript
JavaScript
TypeScript
TypeScript
React
React
Tailwind CSS
Tailwind CSS
Vite
Vite
PostgreSQL
PostgreSQL
SQL Server
SQL Server
Supabase
Supabase
Azure SQL
Azure SQL
Azure
Azure
Docker
Docker
GitHub
GitHub
GitHub Actions
GitHub Actions
Vercel
Vercel
AI & Prompt Engineering
AI & Prompt Engineering
Power Automate
Power Automate
Zapier
Zapier
n8n
n8n

Featured Projects

Production-deployed systems built for real users

WardCare+ Live
ASP.NET Core 8 MVC Azure GitHub Actions Agile / Scrum

WardCare+

Azure-deployed hospital management MVC app with 7-role RBAC, POPIA audit logging, and automated CI/CD. Delivered Agile in a team of 4 with parallel subsystem development.

Eskhawini LibraryOS Live
ASP.NET Core 8 React 19 SignalR Clean Architecture Azure App Service

Eskhawini LibraryOS

Clean Architecture library platform with real-time SignalR notifications, JWT refresh rotation, QR code loans, and voice search. ASP.NET Core backend deployed on Azure App Service.

Fitness Tracker GitHub Only
C# ASP.NET Core React TypeScript

Fitness Tracker

Full-stack fitness logging app with a C# REST API backend and React TypeScript frontend for tracking workouts and goals.

Doc Lens Live
Python FastAPI Streamlit ChromaDB BM25 RAG Groq RAGAS

DocLens

Production-grade PDF RAG system with hybrid retrieval (BM25 + dense vectors), cross-encoder reranking, and RAGAS evaluation — 25–31% improvement over cosine similarity baseline across all four metrics.

MemOS — AI Memory Operating System Live
Python LangGraph ChromaDB PostgreSQL Groq Streamlit LangSmith Tavily

MemOS

Agentic AI assistant with a custom LangGraph StateGraph, persistent PostgreSQL memory across sessions, ChromaDB RAG over uploaded documents, Tavily live web search, and full LangSmith observability — deployed at zero cost.

RaptorReview AI GitHub Action Live
Python GitHub Actions Groq LLM tiktoken

RaptorReview AI

GitHub Action published on the Marketplace that reviews every PR using Groq's free-tier LLM — posts line-specific security, performance, and readability comments directly in the PR interface. No paid API or hosted infrastructure required.

Phakathwayo JMS Website Live
React Vite TypeScript Tailwind CSS

Phakathwayo JMS

Freelance project for a local construction company — responsive, SEO-optimised business site with WhatsApp integration, deployed to Netlify.

Stories Feature Clone Live
React JavaScript LocalStorage

Stories Feature Clone

Instagram-style Stories — image uploads stored in localStorage that expire after 24 hours. Pixel-faithful UI clone.

Shopping Cart App Live
React E-commerce API

Shopping Cart App

Fully functional e-commerce shopping cart with product browsing, cart management, and responsive design.

What I Bring

Real differentiators built from shipping production systems

SA Regulatory Expertise

Built POPIA-compliant audit trails and SAPS/ITAC-compliant ticketing systems — understanding legal constraints most junior devs ignore.

Azure & Cloud Deployment

Production deployments across Azure App Service, Render, Vercel, and Supabase — with GitHub Actions CI/CD and OIDC workload identity.

Clean Architecture

Every production project follows separation of concerns across API / Core / Infrastructure layers — not tutorials, actual deployed systems.

Real-Time & Automation

SignalR WebSocket hubs, HMAC-signed webhook engines, and low-code integrations with Zapier, n8n, and Power Automate.

Development Workspace

My Development Approach

I follow a structured approach to delivering high-quality applications that cater to client needs. From gathering requirements to product launch and ongoing maintenance, each step is essential to project success.

1

Requirements Gathering

Understanding the project needs and objectives to build a comprehensive roadmap.

2

Design and Development

Creating design mockups and developing the application with modern technologies and best practices.

3

Testing and Optimization

Thoroughly testing for bugs, performance, and responsiveness across all devices.

4

Launch and Maintenance

Deploying the application and providing ongoing support for updates and enhancements.

Schedule a consultation

Ready to build something real?

I bring production experience, SA domain knowledge, and a bias for shipping working software. Let's talk.

Connect with Me