Results-driven Full Stack Developer with 4+ years of professional experience architecting production-grade web, mobile, and AI-powered systems. Specialised in C# (.NET Core), Python (FastAPI, Django), Angular, React, Java Spring Boot, and Azure cloud-native solutions.
public class Developer
{
public string Name = "Siphumze Labiti";
public string Role = "Software Engineer";
public string[] Stack = {
"C# .NET", "Python",
"Angular", "React",
"Java Spring Boot", "Azure",
"Docker", "Kubernetes",
"OpenAI", "Databricks"
};
public bool Available = true;
}I'm a Software Engineer currently working at ARMSCOR (South African defence manufacturer), where I build enterprise-grade systems for IP management, security clearance tracking, and event-driven integrations.
I architected and delivered an IP Management System integrated with Azure Cognitive Services (70% reduction in manual data entry), a security clearance platform achieving 95% fewer verification errors, and an event-driven inventory sync platform handling 1M+ daily webhooks with 99.5% delivery success.
Beyond work, I've built a production-ready 9-agent AI system with FastAPI and React, plus a biometric time-tracking system using Facenet-PyTorch face recognition. Skilled in Java Spring Boot, Databricks, and cloud-native development.
ARMSCOR — South African Defence Manufacturer
ARMSCOR
Production-grade systems across defence, AI, logistics, and biometrics.
Full-stack patent/trademark lifecycle platform with AI-powered document extraction.
Security clearance tracking with strict project eligibility rules for classified work.
Event-driven webhook platform syncing inventory across 50+ B2B resellers.
9 specialised AI microservices operating as autonomous agents with intelligent routing.
Face-recognition attendance system for manufacturing environments.
Full-stack fleet app with vehicle tracking, bookings, maintenance, and analytics.
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Feedback from colleagues, mentors, and collaborators.
Java, C# Design Patterns, Data Science and Explainable AI.
Majors in Software Development and Information Systems. Cisco CCNA & IT Essentials certified.
SQL Server AI capabilities, Azure AI integration, intelligent query design, and AI-powered database development.
Compute, Storage, Security, Monitoring, and Service Integration on Azure.
IAM, Unity Catalog Governance, Compute Admin, CI/CD, Monitoring & Optimization, Cloud-Specific.
Foundational knowledge of the Databricks Lakehouse Platform, Apache Spark, Delta Lake, and data engineering workflows.
"Future belongs to those who believe in the beauty of their dreams."— Eleanor Roosevelt
Live · Laugh · Love · Code
Have a project in mind or want to discuss opportunities? I'd love to hear from you.
ARMSCOR · C# .NET, Angular, SQL Server, Azure Cognitive Services, AKS
Engineered a full-stack intellectual property management solution from the ground up to automate the complete lifecycle of patents and trademarks — including classification, renewal tracking, and compliance reporting. Integrated Azure Cognitive Services for AI-powered document extraction, automatically populating system fields from uploaded PDFs and scanned filings.
ARMSCOR · C# .NET, Angular, SQL Server, Playwright, Azure Cognitive Services
Architected and delivered a production-grade security clearance tracking solution that automated verification workflows for personnel and suppliers working on classified projects. The system enforced strict project eligibility rules by dynamically matching security clearance levels to project requirements, preventing unauthorised access at the assignment stage.
.NET 8, React, TypeScript, SignalR, RabbitMQ, Redis, SQL Server, Docker
Built an event-driven webhook platform enabling real-time data synchronisation across 50+ B2B resellers through a unified integration layer. The system processes over 1 million webhooks daily with a 99.5% delivery success rate, guaranteeing zero data loss through the Change Data Capture (CDC) + Outbox pattern.
FastAPI (Python), React, Docker, OpenAI & Claude APIs
Designed and built a production-ready personal AI system integrating nine specialised microservices that operate as autonomous agents. Engineered an intelligent auto-detection routing layer that analyses user intent in real time and routes requests to the appropriate agent — a key differentiator from conventional multi-agent tools.
FastAPI, React, Facenet-PyTorch, PostgreSQL, Docker, JWT, RBAC
Built a production-ready biometric time tracking system for manufacturing environments, replacing manual paper-based attendance with automated face recognition technology. Engineered 80+ RESTful API endpoints with role-based access control supporting 6 distinct user roles.
React, Django REST API, Bootstrap, JWT
Developed a full-stack fleet management application enabling companies to manage vehicle fleets, employee bookings, maintenance tracking, and analytics. Implemented role-based access control with JWT authentication and built a responsive glassmorphism UI.