HR service desk intelligence
Applied NLP classifiers to thousands of SNOW helpdesk ticket conversations to map employee sentiment, identify pain point patterns, and surface root causes invisible to manual review. Findings fed directly into Lean Six Sigma process redesigns — contributing to a 35% productivity improvement with no headcount increase.