Business
Business analysis · performance · commercial questions
I help management make sense of complex business information — connecting business questions, analysis and insight to support better decisions.

The starting point is the business question — not the dashboard.
My work sits at the intersection of business questions, information and management decisions.
Business analysis · performance · commercial questions
Business intelligence · dashboards · KPI & reporting
Marketing intelligence · competition · export & market analysis
CRM · customer strategy · loyalty & customer management
Selected analytical and business challenges from my professional journey. Cases are intentionally presented at a high level to respect organizational confidentiality.
How can management see performance beyond periodic reporting?
Connected sales, targets, trends and business dimensions into a structured analytical view.
Made performance gaps, trends and areas requiring attention easier to see.
Business Analysis · Performance Analytics · BI
How can different digital businesses be viewed through a common management lens?
Brought GMV, revenue, orders and growth into a common analytical framework.
Created a clearer view of digital business health and growth patterns.
Digital Analytics · KPI Architecture · BI
Where is export performance coming from — and where is attention needed?
Connected export sales with destinations, brands, product groups and time-based trends.
Created a structured view of market dynamics and growth patterns.
Market Intelligence · Export Analytics · Growth Analysis
How should business performance be interpreted relative to the market?
Structured financial and market information into a comparative analytical framework.
Supported a clearer perspective on relative performance and competitive dynamics.
Competitive Intelligence · Benchmarking · Market Analysis
How can many indicators become one coherent management view?
Structured KPI definitions, calculation logic, sources, ownership, targets and interpretation.
Created a more consistent framework connecting measurement with management needs.
KPI Architecture · Performance Management · Data Governance
How can marketing investment and activity be understood alongside business needs?
Structured marketing information and connected it with business requirements and performance.
Improved visibility for comparison, prioritization and opportunity identification.
Marketing Intelligence · Budget Analysis · Performance Analysis
Where can common advertising needs create coordination and collective value?
Identified shared requirements, collective opportunities and potential for coordinated contracting.
Created a structured view for better coordination and use of shared opportunities.
Advertising · Group Synergy · Contract Management
Not every meaningful project needs to become a full case study.
A continuous journey across research, CRM, customer strategy, business intelligence, management reporting, commercial analysis, marketing and advertising.
Research and development of sales and marketing solutions and creation of platforms for organizational cooperation.
Worked on CRM, customer acquisition, customer relationship management and loyalty initiatives.
12+ years across different businesses and functions within the Golrang ecosystem.
I've always been interested in the space between data and decisions.
My career has moved from research and CRM to customer strategy, business analysis, management reporting, business intelligence, commercial analysis, marketing and advertising.
That path shaped the way I see business: customers, data, markets, products and organizational capabilities are connected parts of one system. My focus is on understanding those connections and turning them into useful insight — without losing sight of the business question behind the information.
My perspective on marketing has also been shaped by experience across customers, CRM, data, performance and advertising.
A dashboard is not the destination. An analysis is not the outcome. The real value comes when information creates understanding — and understanding improves a decision.
For professional conversations, ideas and collaboration.