About us

My Story

Behind every decision is a story. Data helps us understand it.

My analytics journey began during my PhD research, where I explored how executives make decisions. I wanted to understand why most leaders rely on intuition while others follow structured methodologies to uncover the evidence behind every choice. What surprised me most was that the answers weren’t found in statistics alone—they emerged through the stories each participant shared.

That experience shaped the way I approach data today. I see analytics as more than numbers; it’s a way to uncover the story behind people’s behavior, business performance, and market trends.

Today, I help organizations build reliable data foundations and predictive models that transform complex questions into clear, evidence-based, revenue-driving decisions.

My Approach​

Every insight begins with reliable data and a clear, methodical approach. ​

I believe that good analysis starts with trustworthy data. My process begins by verifying data quality, then cleaning and organizing it into a reliable foundation.

From there, I explore patterns, trends, and relationships to uncover meaningful insights, using statistical methods where needed to separate genuine findings from random variation.

Throughout the process, I rely on clear visualizations to guide my analysis and communicate results in an easy-to-understand way, helping stakeholders make confident, evidence-based decisions.

How I Can Help You

Whether you need to define the right marketing metrics or uncover insights hidden in your data, I help you build a reliable analytics foundation and turn information into decisions that drive measurable business

Strategy

  • KPI Definition
  • Framework Design
  • Dashboard Development
  • Metric Identification
  • Funnel Optimization
  • Campaign Attribution
  • Journey Mapping
  • Reporting Audit
  • Strategic Alignment
  • Executive Reporting
  • Growth Planning
  • Performance Consultation

Analytics

  • Data Auditing
  • Dataset Engineering
  • Data Preparation
  • Data Integration
  • Exploratory Analysis
  • Trend Analysis
  • Channel Performance
  • Statistical Modeling
  • Audience Segmentation
  • Data Visualization
  • Insight Generation
  • Report Automation

Selected Works

Welcome to my case studies portfolio, a collection of real-world projects dedicated to turning complex data into actionable business growth and optimized marketing strategies.

  • RFM Segmentation & CLV

    Using Python and Tableau to analyze 540,000 international e-commerce transactions, this project engineered an advanced behavioral segmentation pipeline. By overcoming heavily right-skewed data and extreme spending outliers, unsupervised K-Means clustering divided…

  • Smart Campaign Optimization

    This optimization study evaluated performance data across 200,000 multi-channel marketing campaigns spanning two years to isolate the exact drivers of ROI variation. The analysis revealed that performance remains remarkably uniform across…

  • Fixing Funnel Friction

    Analyzing over 1.7 million analytical records, this user journey mapping study uncovers hidden behavioral bottlenecks along the conversion funnel. It reveals that 64% of product page viewers drop off before cart…

Ready to Grow Your Business?

Whether you’re looking to recruit top talent, collaborate on data projects, or innovate in education, let’s join forces. To explore how we can drive meaningful impact together.

GET STARTED