Won-min Kim
Data professional with 3+ years in the Belgian insurance sector (P&V Group), specializing in CRM analytics, data governance, and process automation. Automated the team email system and built two multilingual web platforms using AI-assisted development. Driven by a mission to eliminate manual inefficiencies through automation and data-driven solutions.
- Automated the team email system using Python, eliminating repetitive manual tasks and improving workflow efficiency
- Perform CRM data analysis and generate KPI dashboard reports using SAS, Salesforce, and Python to support business decision-making
- Collaborate with cross-functional teams to derive actionable customer insights and optimize campaign targeting
- Managed data quality across organizational databases, ensuring GDPR compliance and data integrity for customer records
- Implemented data governance best practices and standardized data validation processes across departments
- Conducted quarterly data quality audits across multiple business units, identifying and resolving data integrity issues
- Collaborated with IT and business teams to build ETL workflows and resolve cross-system data inconsistencies
- Developed strong interpersonal skills by rapidly assessing individual customer needs and adapting communication style accordingly — a foundation for customer-centric data analysis
- Managed front desk operations, guest relations, and F&B service across two departments over 2 years
Belgian salary guide platform — Comprehensive multilingual (FR/NL/EN/KO) web application providing minimum wage data, salary comparisons by profession, tax information, and indexation details. Built with AI-assisted development (Vibe Coding) and deployed on Cloudflare.
Financial comparison platform — Multilingual (FR/NL/EN/KO) tool for comparing charges, loans, insurance, real estate, and salary in Belgium. Designed and developed end-to-end using Vibe Coding methodology and Cloudflare infrastructure.
Automated the CR team's email workflow at P&V Group using Python, replacing manual processes with an automated system to improve team efficiency and reduce human error.