Daniel Livecareer
Milpitas
Summary
Data scientist, with significant software industry experience. Wearing many hats in my opportunity at Manage, I played an integral part in selling our company to industry giant Criteo in2018. Through it all, I've demonstrated a resilience, a quickness, and a versatility that I consider my most important asset for whatever marketplace I am in. I love to engage in the newest technologies and ideas, and now looking for my next challenge.
Overview
9
9
years of professional experience
Work History
Data Scientist
BOLD
06.2023 - Current
- Utilized advanced querying, visualization, and analytics tools to analyze and process complex data sets - ultimately driving insights that impact the product roadmap
- Built an explanatory model to determine predictors of renewal: ultimately, user features correlated with renewal more than user engagement with products
- Automated A|B test monitoring via a Python script, which queried database, processed data, and evaluated z-scores using Group Sequential methodology to probabilistically determine wins, optimizing to a given false positive rate
Data Scientist
Evernote
11.2021 - 02.2023
- Leading the newest feature's analysis - ideation, exploration, refinement, and storytelling at a company All-Hands meeting
- Planning robust instrumentation to track user activity, to arm our analyses and ultimately guide the product roadmap
- With the launch of several new features, setting KPIs, and setting up self-service dashboard to monitor results
- Using Machine Learning techniques on an imbalanced dataset to classify free users by their likelihood to convert to paid
Growth Analyst
Digital Turbine
02.2021 - 11.2021
- Joining performance by os version to the scraped minimum os versions from Play Store
- Setting best practice and automating the analysis of incrementality using a two-proportion T-test
Data Analyst
Criteo
10.2018 - 02.2021
- In addition to the responsibilities at Manage, I became a reporting and analytics expert for the Americas app install commercial team, taking on analyses such as:
- Writing and maintaining Python scripts in support of reporting and projecting needs
- Setting up ETL processes for ingesting, processing, and uploading data for social media client
- Creating data visualization dashboards (Tableau, Zeppelin)
- User behavior and Inventory insights for optimization
Campaign Manager
Manage.com
08.2016 - 10.2018
- In Oct2018, Manage was successfully acquired by Criteo to expand the company's App Install product
- Analysis across exchanges, campaigns, publishers, etc, finding and executing optimizations for client and internal ROI
- Owning internal & external reporting tools for performance, user, and revenue analysis (Tableau, Excel, SQL)
Education
Masters of Information And Data Science -
University of California, Berkeley
08.2022
Bachelor of Arts - Economics - conc. in Programming
University of California, Los Angeles
06.2015
Skills
- Python programming
Name & Contact
Work Preference
["Company Culture","Work-life balance","Career advancement"],["Remote"],["Contract Work"],0
Timeline
Data Scientist
BOLD
06.2023 - Current
Data Scientist
Evernote
11.2021 - 02.2023
Growth Analyst
Digital Turbine
02.2021 - 11.2021
Data Analyst
Criteo
10.2018 - 02.2021
Campaign Manager
Manage.com
08.2016 - 10.2018
Bachelor of Arts - Economics - conc. in Programming
University of California, Los Angeles
Masters of Information And Data Science -
University of California, Berkeley
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