Professional Overview
AI/LLM Engineer specializing in RAG systems and LLM integration — backed by 20 years as a production backend engineer (Python, SQL). I've architected hybrid-search RAG pipelines with reranking and incremental sync, and built automation suites integrating LLMs into business workflows. Open to roles at any level.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
