At Concentrix, I investigate transaction monitoring alerts and potentially suspicious financial activity, using KYC, CDD and EDD review procedures to assess risk and document findings.
At Amazon, I supported Weekly Business Reviews by monitoring operational metrics and highlighting trends and issues. I also used root-cause analysis to resolve complex catalog escalations and contributed recommendations for process improvements.
For my portfolio projects, I analyzed a $1.7 billion sales dataset covering 1,328 orders across 45 countries, examining revenue, costs, profit and performance by channel, product and geography. I also built an automated Excel and Power Query reporting workflow with data validation, KPI calculations and repeatable folder-based ingestion.
I developed an HR analytics dashboard examining 387 employee exits and found that 90% of leavers met or exceeded performance expectations. My toolkit includes Excel, Power Query, Power BI, SQL and Python, alongside experience in operational reporting and AML investigations.

