Karthik specializes in transforming complex workforce, payroll, and timekeeping data into accurate, analysis‑ready datasets that support litigation, employment analytics, and business decision‑making. As well as constructing analytical datasets for expert witness reports, conducting web scraping across structured and unstructured sources, and collaborating closely with attorneys, analysts, and project managers to deliver precise, defensible data outputs aligned with client requirements.