Tianman Huang
Data Scientist Ii @Nextroll
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WORK HISTORY
Data Scientist Ii @Nextroll
Analyze advertising and first party data (e.g. CRM) to drive decision-making for RollWorks ABM platform • Build SQL queries for product reporting in Tableau, provide data-driven insights for product strategy • Partner with Product, Customer Success, and Engineering teams to define and report advertising ROI, yielding best logo retention quarters • Build ETL pipelines to optimize open opportunity creation through decision tree algorithm, retaining.$500K+ in advertising budget • Assess and optimize open opportunity ML model accuracy by metrics on precision, recall, AUC, and ROC • Conduct root cause analysis on low performing ads and tailor bid funnel solutions • Partner with Product and Engineering teams to triage production issues and optimize data pipelines
EDUCATION
Lafayette College
Bachelor's degree, Mathematics, Philosophy
Carnegie Mellon University
Master's degree, Statistical Practice
ABOUT TIANMAN HUANG
Skilled in Data Analytics, Statistical Computing, Data Manipulation, and Data…
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