Tianman Huang
- Role
- Data Scientist Ii at Nextroll
- Location
- Arlington, VA, US
- LinkedIn followers
- 500 followers
About Tianman Huang
Skilled in Data Analytics, Statistical Computing, Data Manipulation, and Data…
Experience
Data Scientist Ii
Nov 2021 — Present
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
2015 — 2019
Carnegie Mellon University
Master's degree, Statistical Practice
2019 — 2020
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