Data Analyst Manager · Analytics Engineer
Chawwat Jundee
I design data pipelines end-to-end — from raw source to executive insight.
About
Building the systems behind the decisions
I'm a Data Analyst Manager and Analytics Engineer with 20+ years in IT and 8+ years focused on business intelligence, data pipelines, and automation. I've built end-to-end systems from zero — replacing spreadsheet-based operations with modern BI stacks covering ingestion, ETL, modeling, dashboards, AI-driven insight, and automated delivery straight to decision-makers. My work spans forecast modeling that cut prediction error from 16% to under 1%, company-wide KPI frameworks, and production platforms running on Docker, PostgreSQL, n8n, and Power BI.
Skills
Technical Stack
BI & Visualization
Database
Data Engineering
Programming
Infrastructure
AI & Analytics
Experience
Career Timeline
Data Analyst Manager
- Built the entire company data analytics system from zero — replacing spreadsheet-based operations
- ETL multi-source pipeline: Database, API, SharePoint, AWS, n8n Automate
- 100+ Power BI reports supporting 500+ users, cutting reporting time by 70–90%
- Designed Dynamic Factor Forecast Model — reduced error from 16% to 0.88%
- Defined company-wide KPI framework across Sales, Marketing, Finance, CRM, HR
- Designed an end-to-end Data Governance Framework (Domains, Ownership, CDE, Quality Rules, Access Control, Glossary) with a 90-Day rollout roadmap
- Built Company KPI and Department KPI dashboards for executive tracking
- Designed a data model connecting 35+ database tables to power Partner and Sales Performance dashboards
Data Analyst — Radio Statistics & Analysis
- Worked cross-functionally with other departments to increase profit and reduce cost
- Reduced electricity cost through network energy-saving initiatives
- Built geolocation analysis comparing AIS sites against competitor coverage
- Developed %market-share methodology for university campus areas
- Increased new WiFi subscriber acquisition from the existing mobile subscriber base
- Built CX Dashboard: Customer Experience, Segmentation, SIM Port-out analysis
- Designed KPI 2025 framework for complaint handling
- Developed algorithm to reduce No-Fault-Found (NFF) complaints
- Automated team complaint-handling workflow
- Appointed by the Head of Nationwide as a Data Steward within the company’s 130-person Data Governance Working Group — accountable for Network data quality and control across the Engineering organization
Data Engineer & Analyst — BSS Technical & Statistics
- Verified formulas, statistical models, and database templates for BSS reporting
- Assessed impact of new network technologies with vendor teams
- Contributed to network performance data pipeline development
Radio Planning & Optimization Engineer
- Managed planning budgets and ROI optimization for 4G/5G network coverage
- Statistical monitoring and parameter tuning for nationwide mobile network
Education
Academic Background
Master of M.B.A. (Marketing)
Srinakharinwirot University
Bachelor of Engineering
King Mongkut's Institute of Technology Ladkrabang
Top 10 admission score in the Faculty of Engineering, full scholarship through graduation
Projects
Selected Work
Production systems and BI platforms — built end-to-end.
Achievements
Impact by the Numbers
Forecast error reduced through Dynamic Factor modeling
Reporting cycle automated end-to-end
Power BI dashboards designed and deployed
Users across Sales, Marketing, Finance, CRM, HR
Company data system built from zero to production
Key partner companies under automated Partner monitoring
Contact
Let's talk data
Open to Data Analyst Manager and Analytics Engineer roles. Reach out via email or LinkedIn — happy to walk through any of the projects above in more detail.