At SOTI Inc., I led development of an internal web application for automated log parsing and system validation using Python, Django, and React. Its analytics dashboard visualised network error trends and cut manual debugging cycles by 40%.
I also designed REST endpoints and SQL-based data-validation workflows for network endpoints using MQTT and HTTPS. I built Python Flask utilities to automate QA delivery pipelines and optimise Jira assignment queues.
At HCL, I designed and deployed database processing routines that reduced transaction latency in high-throughput stress tests. I also resolved application failures using Pro*C and Unix log-parsing tools, and maintained backend environments with Unix shell scripting.
Earlier, I validated enterprise identity pipelines at SOTI Inc. and built an internal database-management platform at Soneil Electronics. My experience also includes mobile protocol stacks, wireless driver integration, and 3GPP compliance at Samsung Research Institute.

