Jorge Bonilla
Data Scientist at Axos Bank
- Role
- Data Scientist at Axos Bank
- Location
- San Diego, CA, US
- LinkedIn followers
- 500 followers
About Jorge Bonilla
Jorge Bonilla is a data scientist with 6 years of experience in various industries including information technology, energy, and financial services. He is passionate about creating practical solutions that are successfully applied and create business value through reliability, cost reduction, and customer engagements.Core competencies include business strategy, statistical modeling, data preparation and visualization, and forecast analyses.Proficient with Git, Python (Matplotlib, Pandas, Numpy, SciPy, Scikit-Learn, SpaCy), R (NeuralNet, Tidyverse, ggplot2), SQL SMS/MySQL, Excel/VBA, Power BI, Tableau, C++, Visual FoxPro, and Crystal Reports. Possesses some experience with Java, Hadoop Distributed File Systems, Pig, Hive, Spark, and HTML/CSS.FUN FACTS: I currently base my fitness regimen on Ken Hutchins and Doug McGuff\'s strength training modalities. Outside of work, I spend time with my wife and children.
Experience
Data Scientist
Nov 2024 — Present · San Diego, CA, US
Leading the development efforts for recommender systems, propensity modeling, financial forecasting, A/B testing, and Retrieval Augmented Generation systems for cross-functional marketing, finance, and product teams.• Increased revenue by $10M by building and launching the bank’s product-wide recommender system in just 3 months; solved this problem by implementing workflows that decreased development time by 87.5%(from 24 months to 3), a significant efficiency leap from years to just a quarter of a year due to better processes, tools, or knowledge.• Created the consumer data analytics forecasting platform to assist product managers set interest rates across 25 banking products totaling more than $2B in deposits; served as the sole engineer in building this machine learning environment, Tableau dashboards, and present the results to the stakeholders.• Optimized customer retention marketing campaigns by designing and executing full-funnel A/B tests, resulting in a 15% increase in retention rates and a $200K increment in annual revenue.
Education
Tustin High School
Diploma
Irvine Valley College
Associate's Degree, Social and Behavioral Sciences
UC Irvine
Bachelor's Degree, Quantitative Economics
University of California, Berkeley
Master's Degree
Skills
- Data Analysis
- Customer Service
- C++
- Microsoft Excel
- Excel
- Econometrics
- Account Management
- R
- E-Views
- Microsoft Office
- Research
- Iso 9000
- Negotiation
- Java
- Strategic Planning
- Public Speaking
- Product Development
- C
- Time Management
- Microsoft Word
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