Data Science β€’ Product Analytics β€’ Experimentation

I build data-driven products that feel effortless.

I’m Amanda β€” an aspiring Data Scientist & Product Strategist. I turn large-scale data into insights (and experiments) that improve user experiences, growth, and decision-making.

πŸ“ NYC-ready (Summer 2026)🎧 Music Discovery + User BehaviorπŸ“Š Statistical Modeling β€’ A/B Testing β€’ SQL β€’ Python β€’ R

Most recent impact

100K+

customer records analyzed for churn drivers & forecasting

+15%

performance lift

3

regions

Power BI

dashboards

Now Playing

portfolio mode

Experiment-Driven Growth

Insights β€’ Dashboards β€’ Storytelling

Selected projects

Built around Spotify-style work: user behavior, experimentation, recommendations, and metrics.

Full-Stack Development β€’ Data Integration

Bevo’s Books β€” E-Commerce Analytics Platform

Designed and built an ASP.NET full-stack bookstore platform, integrating inventory management, pricing logic, and analytics-driven reporting to support business decisions.

SQLASP.NET MVCInventory AnalyticsProfit MarginsDashboards

Product Analytics β€’ Experimentation

Suits β€” AI Legal Payout Estimator

Analyzed user behavior and feature performance to support product decisions. Framed hypotheses, tracked funnel metrics, and supported A/B testing.

SQLA/B TestingFunnelsProduct KPIs

Dashboards β€’ Forecasting

Shin Kong Life β€” Customer Analytics

Built dashboards across 3 regions and analyzed 100K+ records to identify churn drivers and forecast trends for decision-making.

Power BIRegressionSegmentationTime Series

Recommendation β€’ NLP-ish

Course Recommender Prototype

Applied text analysis + similarity metrics to recommend courses from syllabus content. Focused on interpretability and user fit.

RText AnalysisSimilarityVisualization

Growth β€’ Content Strategy

What’sGoodATX β€” Discovery Platform

Used engagement signals to refine content strategy and improve discovery. Designed metrics to track reach, retention, and conversion.

Growth MetricsInsightsExperiment IdeasStorytelling

Experience

My professional journey

Timeline

Product & Data Analytics Intern

Shin Kong Life Insurance

πŸ“… Jun 2025 – Aug 2025

Product / Analytics Intern

Suits (Legal-Tech)

πŸ“… 2024

Product & Data Analyst

UT Austin β€” Digital Writing & Research Lab

πŸ“… 2024 – Present

Skills

A Spotify-friendly toolkit for DS + product analytics.

Data

Python β€’ R β€’ SQL β€’ Linear & Logistic Regression β€’ Significance Testing β€’ Statistical Modeling β€’ Hypothesis Testing β€’ Time Series β€’ Segmentation

Experimentation

A/B testing β€’ Metrics design β€’ Funnels β€’ Cohorts β€’ Dashboards β€’ Decision memos

Tools

Power BI β€’ Tableau β€’ Excel β€’ GitHub β€’ Jira β€’ Data Visualization β€’ Stakeholder Communication

Let’s build something people love.