At Tieto, I develop and test features for the MAC L2 protocol stack in C on Linux, including PDCCH open-loop link adaptation. I also analyze network KPIs and protocol logs with Python to identify trends and anomalies.
At Radisys Corporation, I worked on 5G MAC features including HARQ and UCI, and implemented runtime modification for dynamic HARQ. I used GDB and protocol trace analysis to identify and fix defects such as memory leaks, crashes, and race conditions.
At Nokia, I developed RRC features, including EN-DC support for the 5G NSA RRC setup request, and analyzed customer-reported failures against 3GPP specifications. My work also includes 4G and 5G testing, telecom data analysis, and machine learning applications for log analysis and troubleshooting.

