Cassie Fang

Cassie Fang

Data Analyst @ Affinity Solutions | Data & Business Analysis, Modeling | MS CS • MA Statistics (Columbia) | CFA Level II Candidate

Role
Data Analyst at Affinity Solutions
Location
New York, NY, US
LinkedIn followers
500 followers

About Cassie Fang

Data professional with 4+ years of experience transforming large-scale datasets into actionable insights to inform business and product strategy. Skilled in SQL, Python, AWS Redshift, and dashboard/reporting tools, with expertise in customer segmentation, campaign analysis, and process optimization. Experienced in partnering with cross-functional teams to translate data into actionable recommendations and communicate insights to stakeholders at all levels. Passionate about leveraging analytics, AI/ML, and scalable solutions to drive measurable business impact across diverse industries.

Experience

  1. Data Analyst

    Affinity Solutions

    Sep 2022 — Present · New York, NY, US

    Queried and transformed large-scale datasets using SQL/AWS Redshift, delivering client-facing insights and reports (e.g, merchant wallet share, campaign performance) that informed product strategy.• Validated and optimized syndicated offer ETL pipelines, managing secure SFTP transfers and outbound/inbound data flows, generating $125K in first-quarter revenue and strengthening business reporting operations.• Designed and executed end-to-end test cases for new partner pipelines, validating data ingestion (CSV/JSON), transformations, and visualization processes tied to $500K in annual revenue; collaborated with a third-party partner to implement SKU-level card-linked offers, projected to generate $400k+ in 2025. • Performed MCC-based campaign analyses using SQL and statistical methods to evaluate reward metrics, segment performance, and offer usage; compared Test vs Control performance to quantify incremental lift and engagement.• Collaborated cross-functionally with Product, Program Management and Engineering teams, using agile practices (sprints, scrum) to deliver high-quality insights with full documentation in JIRA, Bitbucket, and Confluence. • Translated business requirements into technical specifications, tracked and analyzed campaign dashboard metrics, and provided actionable insights to drive stakeholder decisions and optimize performance.

Education

  • Rutgers University

    Bachelor's degree, Supply Chain and Marketing Science, Minor in Mathematics

    2016 — 2020

  • Columbia University

    Master's degree, Statistics

    2020 — 2022

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Cassie Fang — Data Analyst at Affinity Solutions in New York, NY, US | Unifers