Professional Overview
Product-minded AI Engineer with 4+ years building and shipping production AI systems that solve real business problems. Designed autonomous agentic workflows that eliminated 50% manual workload; launched LLM-powered financial chatbots that cut support costs 30%; engineered multi-model RAG pipelines purchased and used in production.
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.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
