Professional Overview
ML engineer with 4 years shipping production AI systems. 24+ LLM agents deployed, 99.2% accuracy on AWS Bedrock agentic pipelines, enterprise RAG at Precision@5 92.4%. Five AI products commercially acquired including by a YC W24 company. Research collaboration with Dr. Richard Sutton. Published in Nature Scientific Reports.
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.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.
