At Clearstate, part of The Economist Group, I build Python NLP pipelines, Tableau market-intelligence trackers, and automated data workflows for global MedTech clients. I mapped 500K+ medical-device import records to a surgical brand catalog and built evaluation frameworks that achieved F1 scores of 0.90 for family and 0.94 for manufacturer extraction.
I also reconcile complex financial and market-sizing data, automate Excel-heavy processes, and validate source-to-dashboard linkages across global markets. My work spans Python, SQL, Tableau, Google Apps Script, ETL, entity resolution, and data validation.
I bring hands-on experience in AI model evaluation, prompt engineering, and data annotation, alongside projects in deep learning, text emotion detection, weather analytics, and sensor fault detection. I use AI-assisted development tools to understand unfamiliar systems quickly while independently checking outputs for accuracy.
