AI Engineer
Building intelligent systems with LLMs, ML, and modern AI tooling.
I'm an AI engineer focused on building intelligent systems that make a real difference. My work spans LLM applications, machine learning pipelines, and full-stack development, always with an emphasis on production-ready solutions.
I believe in building AI that's secure, responsible, and genuinely helpful to people.
Building production AI systems with LangChain, OpenAI, and custom RAG pipelines.
Creating end-to-end solutions with React, Next.js, and cloud infrastructure.
Applying machine learning to solve real-world problems with measurable impact.
Technologies I work with to build intelligent, production-ready systems.
A selection of projects showcasing my work in AI/ML, full-stack development, and cloud infrastructure.
Research-grade medical RAG system providing clinicians with evidence-backed answers. Built a multi-agent pipeline (Retriever, Generator, Verifier) with hybrid BM25/vector search, citation validation, and medical safety verification. Achieved <5s end-to-end latency.
Headless e-commerce platform for professional skincare with AI-powered features. Built serverless micro-services for skin analysis, recommendation engine, and chatbot using AWS Lambda, Rekognition, Bedrock, and Personalize. Integrated with Next.js frontend and Magento 2 backend.
Professional credentials and continuous learning in cloud architecture and engineering.
Azure AI Engineer Associate
2025
Azure AI Fundamentals
2025
OCI Data Science Professional
2025
OCI Generative AI Professional
2025
UNISA - The University of South Africa
2025