Data analyst and engineer with initial 2 years experience in private equity and banking with subsequent 8+ years in fintech space with proficiency in analytics/product analytics, A/B experimentation and data engineering.
Overview
11
11
years of professional experience
1
1
Certificate
Work History
Lead Data Analyst
Binance
Mountain House, California
06.2022 - Current
Lead team of data analyst, data engineers, and data scientist to develop and maintain Binance's VIP program strategy initiatives and growth plans.
Co-designed multiple A/B experiments and pre/post evaluation standards that resulted in VIP subscription service by ~ 12%.
Investigated and provided strategic consumer insights as well as retention behavior for high net work clients attributing to a uplift ~ 25% in customer life time value.
Design and implementation of a real-time data processing platform using Apache Kafka, resulting in a 30% reduction in data latency.
Crafted and executed data pipelines for large-scale data ingestion and transformation, processing terabytes-petabytes of data per month with modern ETL frameworks.
Automated reporting and general analytical task for department wide and regulatory reporting insights and created visualizations via multiple tools for identifying trends and firm specific metrics.
Senior Business Intelligence and Risk Analyst
Boku
Munich, Bavaria
10.2015 - 05.2022
Applied and productionized machine learning projects for Boku's fraud and anomaly detection within its payment services resulted in 60% decrease in specific fraud activity.
Constructed targeted marketing campaigns, A/B testing framework and experiments to drive engagement for major European telecommunications carriers resulting in double digits growth during the various monthly periods.
Analyze, provide insights and build data dashboard/self service platform for Business Units continual use.
Collaborating with marketing/product to further push company's new product line/enhancements and campaigns.
Credit Risk Data Analyst
First Republic Bank
San Francisco
08.2014 - 01.2017
Provided portfolio insights for banks $50 Billion loan portfolio for the business development and credit strategies department.
Analyzing and evaluating creditworthiness of individual and business loan products for bank wide growth and opportunities
Developing dashboards and risk reporting infrastructure alongside product team and data warehouse engineers for banks internal sales and enterprise data team
Creating and managing internal database with credit risk, credit limit and risk analytics information
Monthly and quarterly reporting of total loan portfolio for the executive team, Board of Directors, auditors, regulators and the FDIC
Business Development Data Analyst
Credit Karma
03.2013 - 07.2014
Business intelligence strategy for multiple product offerings to meet company and partner goals.
Developing and conducting underwriting models for analyzing various financial products, analyzing competitive credit card products offers for company's life cycle rotation program.
Creating and maintaining dashboard reports for Credit Karmas vertical products
Financial analysis for auto loans, home loans, auto insurance, personal loans and credit card offers.
Education
Bachelor of Science (B.S.) - Finance and Economics
California Polytechnic State University-San Luis Obispo
09.2012
Skills
Python
SQL
Data science
Data engineering and data modeling
Bash scripting
Java
R
Airfow
Certification
Passed CFA Level 1
Timeline
Lead Data Analyst
Binance
06.2022 - Current
Senior Business Intelligence and Risk Analyst
Boku
10.2015 - 05.2022
Credit Risk Data Analyst
First Republic Bank
08.2014 - 01.2017
Business Development Data Analyst
Credit Karma
03.2013 - 07.2014
Bachelor of Science (B.S.) - Finance and Economics
California Polytechnic State University-San Luis Obispo