
Leverage my journey from Software Engineer to Machine Learning Scientist to fast-track your own career shift. As an ML instructor with the Boston Institute of Analytics, I offer practical insights, proven strategies, and personalised guidance. Whether you're exploring or actively transitioning, I’ll help you break into ML with confidence.