Ayushi is a Senior Software Engineer specializing in large-scale distributed data systems. With deep expertise in Key-Value and Apache Cassandra platforms, she focuses on building resilient, secure-by-default infrastructure capable of handling massive production traffic. Ayushi has a proven track record of leading complex data engineering initiatives, including capacity planning for live workloads, hardening database deployments, and optimizing data repair and consistency workflows. Passionate about system reliability, she has successfully led seamless, zero-downtime database migrations for critical systems serving millions of requests per second.