At Axion Ray, I partner with leadership on automation tracking, operational efficiency reviews, and workflow optimization across Data Operations accounts. I built audit frameworks for high manual-effort workflows and developed dashboards, reporting mechanisms, and forecasting models.
Previously at Axion Ray, I managed delivery operations across client accounts and reduced delays by 30% through milestone tracking, escalation management, and stakeholder coordination. I also scaled Analyst and Sr. Analyst teams by 3X within six months through hiring, onboarding, and workforce planning.
At KnowDis Data Science, I led a 15-member analyst team delivering multilingual annotated datasets, maintaining quality benchmarks below 5% error rates. I improved project throughput by 3X and built SOPs and QA frameworks to improve annotation consistency and reduce rework.

