Judy Munene

I’m a results-driven Business Operations & Data Analyst with 5+ years of experience turning messy data into clear, decision-ready insights. I build scalable reporting pipelines and dashboards that help leadership spot issues early and act with confidence.

At Sama, I led end-to-end analytics initiatives by automating reporting pipelines using Python and SQL and delivering interactive Data Studio dashboards for daily to annual operational reporting. I designed and maintained KPI dashboards that helped leadership consistently maintain 100–105% billing targets, and I built schedule, attendance, and deduction trackers that reduced payroll errors by 65% while closing incentive gaps affecting staff performance. I also developed predictive leave and capacity planning models to optimize staffing, improve workforce utilization, and support financial delivery targets, plus a site-wide operational dashboard that standardized reporting and reduced manual data consolidation.

Earlier in my career, I strengthened my analytical range across business, research, and media contexts—boosting a Microfinance client’s ROI by 15% through surveys, sentiment analysis, and competitor benchmarking, and producing Power BI dashboards tied to ROI and KPIs. I’m comfortable translating business needs into data products—whether that’s survey tools, database-backed reporting, or anomaly detection—while focusing on data quality, governance, and practical outcomes for clients and stakeholders.