Lalita Hegade

Architected and refactored multi-threaded core processing engines in Java and Python. Replaced generic database locking with custom row-level locking, improving transaction throughput by 28%. Designed deterministic bounded-retry and async orchestration layers for partial failures. Led automated regression and profiling pipelines that reduced memory leaks and deadlocks before staging.

Scaled transactional schema components on Oracle and MySQL clusters under sustained peak load. Removed performance bottlenecks through query design, indexing and local caching. Owned telemetry and deployment tooling, moving from ad-hoc scripts to testable, repeatable deployment packages.

Built and optimized core Java application components with automated integration test suites for thread stability. Debugged and fixed legacy resource-management flaws, reducing process crashes.

Maintained and extended embedded and desktop utilities in C++ and Java, fixing memory leaks and race conditions. Wrote system documentation and native release packages for reproducible environments.