Ashwin was an early engineer at Culture Amp, building large-scale data pipelines for employee insights across 5000+ companies. He studied Computer Science at UQ and specializes in real-time analytics and compliance-ready data architecture. Now at Praxis Compliance, he's automating regulatory reporting for financial services firms using modern ML techniques.