Development & ImplementationAutomotive
Marketing Data Platform Build
Built a marketing data platform for a leading automotive group, unifying fragmented sources into an analytics-ready environment.
- • Data sources were fragmented across multiple systems
- • Reporting cycles were slow and delayed decision-making
- • Performance needed to scale with growing data volume
- • Data architecture design
- • ETL pipeline build and optimization
- • Data integration platform implementation
- • Latency reduction and sync optimization
- • Unified data sources and achieved holistic visibility
- • Improved performance and sync frequency
- • Transitioned to stable operations
TreasureDataSQLData Pipeline
Role: Data Engineer (requirements, design, implementation, testing, rollout)
Strategy & PlanningAutomotive
New Business Development with Data
Supported new business ideation by leveraging existing data and bridging business design with analytics.
- • No clear direction for business use of existing data
- • Ideation process was not structured
- • Lack of cross-functional bridge between analysis and planning
- • Data asset assessment and opportunity analysis
- • Data-driven ideation workshops
- • Business concept formulation and evaluation
- • Hypothesis validation planning
- • Generated multiple new business candidates
- • Improved decision accuracy with structured validation
- • Strengthened cross-functional collaboration
Data AnalysisBI ToolsWorkshops
Role: Data Engineer / Analyst / Business Designer
Strategy & PlanningEnergy
Generative AI for Next-Gen Business
Defined AI use cases and execution plans to support next-phase decision-making for a major energy company.
- • AI interest existed but use cases were unclear
- • No framework to assess feasibility and business value
- • Needed concrete next-phase execution plan
- • AI use-case ideation and selection
- • Requirement structuring and prioritization
- • Feasibility assessment
- • Next-phase execution planning
- • Assessed multiple AI use cases
- • Clarified priorities for decision-making
- • Supported go/no-go decisions
Generative AIPrompt EngineeringRequirement Analysis
Role: Acting PM / Business Designer / AI Engineer
Dev / OperationsEducation
CRM Build and Continuous Improvement
Built a core CRM system and delivered phased enhancements with ongoing operational support.
- • No scalable CRM process for growing business
- • Needed domain-specific requirements for operations
- • Continuous improvements required after launch
- • Requirements definition and base design
- • Detailed design, implementation, testing
- • Phased feature expansion (Phase 2, 3)
- • Operations and maintenance setup
- • Established a stable core system
- • Expanded features in phases to support growth
- • Improved team capability through technical leadership
JavaWeb AppsDB Design
Role: SE / Development Lead (end-to-end delivery)
