Data Scientist & Visualization Specialist

Turning data into insight.

Yulika
The data scientist in question

I'm a data scientist who lives at the intersection of rigorous analysis and clear storytelling. I build Tableau dashboards and analytical models that turn messy, real-world data into decisions people actually act on.

  • 5+ years with data
  • 40+ dashboards shipped
  • cups of coffee
01 Selected work

Dashboards & projects that
earned a second look.

Tableau dashboards and data-science projects where the right view of the data changed what people did next.

  1. 01

    LendingClub Loan Dashboard

    An interactive Tableau dashboard analyzing a decade of LendingClub loans — approval rates, funded amounts, and interest trends — with drill-downs into portfolio risk (NPL & aging), loan grades, FICO scores, and borrower demographics.

    • Tableau
    • Data Storytelling
    Preview of LendingClub Loan Dashboard
    Dashboard 2026
  2. 02

    Feature Adoption & Feedback Dashboard

    A product-analytics Tableau dashboard tracking feature adoption, churn, and NPS across company segments — with feature-usage breakdowns by adoption tier, sentiment segmentation, and a searchable user-feedback log.

    • Tableau
    • Product Analytics
    Preview of Feature Adoption & Feedback Dashboard
    Dashboard 2026
  3. 03

    Poverty Households Classification

    A supervised classification study predicting household poverty status from socioeconomic survey data, comparing Random Forest against Support Vector Machine models.

    • Python
    • scikit-learn
    • Random Forest
    • SVM
    Preview of Poverty Households Classification
    Project 2021
  4. 04

    Twitter Sentiment Analysis & Word Cloud

    Sentiment analysis of Indonesian COVID-19 tweets in R — mining public conversation during the early 2020 outbreak and visualizing the dominant themes as word clouds.

    • R
    • Sentiment Analysis
    • Text Mining
    Preview of Twitter Sentiment Analysis & Word Cloud
    Project 2020
  5. 05

    Dermate — Skin Disease Detection App

    An Android app that diagnoses infant skin diseases from a photo using image recognition — built to widen access to early healthcare screening when visiting a hospital isn't easy.

    • Deep Learning
    • Image Recognition
    • Android
    Preview of Dermate — Skin Disease Detection App
    Project 2021
02 About

A scientist's rigor,
an editor's eye.

My work usually starts with a question someone in the business can't answer with a spreadsheet — and ends with an interactive dashboard or model that makes the answer obvious.

I care about the unglamorous parts: clean data pipelines, honest statistics, and design that respects the reader's attention. A chart should remove doubt, not add it.

Competences

Visualization
Tableau Tableau Prep Dashboard design Data storytelling
Analysis & Modeling
Python pandas scikit-learn Statistics A/B testing
Data Engineering
SQL dbt ETL / data prep BigQuery
Ways of working
Stakeholder discovery Experiment design Technical writing