Pauline Kamwengu
Senior Data Scientist | FP&A & Enterprise Financial Systems Specialist
I am a results-driven Senior Data Scientist and Business Analyst with deep expertise in FP&A, enterprise financial systems, and advanced data analytics. My work sits at the intersection of finance, technology, and strategy—helping organizations transform complex data into clear, actionable business decisions.
With a strong background in Finance and Information Systems, I specialize in optimizing ERP environments to improve reporting accuracy, efficiency, and strategic visibility. I design and implement SQL-based financial data extraction processes, automate reporting workflows, and build scalable dashboards that empower leadership teams with real-time insights.
What I Do
As a Business Analyst, I focus on:
- Financial Planning & Analysis (FP&A): Building robust financial models to support budgeting, forecasting, and long-term planning
- ERP Optimization: Improving system configurations, data structures, and reporting logic to align technology with business objectives
- Data Analytics & Automation: Designing SQL-driven pipelines and automated reporting solutions that reduce manual effort and improve reliability
- KPI Development: Translating strategy into measurable performance indicators for operational and executive teams
- Process Improvement: Leveraging technology to streamline workflows, eliminate inefficiencies, and enhance internal controls
My Approach
Data collection should serve a strategic purpose, fostering transparency, accountability, and measurable progress. My approach combines analytical rigor with business acumen:
- Understand the business problem first
- Clearly document system architectures and data flow processes.
- Design scalable, automated solutions
- Deliver insights in a way that executives and stakeholders can act on immediately
I bridge the gap between finance teams, IT departments, and executive leadership—ensuring systems, data, and strategy work together seamlessly.
Projects
SQL-based financial reporting solutions
Developed a relational database for a banking institution, from requirements gathering to logical model design, forward engineering, and data population. Wrote SQL queries to extract business insights and solve operational challenges.
Financial modeling and forecasting tools
Created a dynamic dashboard analyzing customer churn for a telecommunication company. Highlighted key churn drivers and customer segments to guide targeted retention strategies.
Other Projects
ERP data optimization frameworks
KPI dashboards and analytics workflows
