Kylie Li Email and Phone Number
Kylie Li work email
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Kylie Li personal email
With a solid background in data science and analytics, I've spent the last 7+ years leveraging large language models, data mining, and machine learning to drive significant impact in financial services. At JG Wentworth, I was dedicated to creating data-driven solutions that align with our company's mission to empower financial freedom, bringing a diverse perspective to our team and enhancing our data science capabilities.My tenure at JG Wentworth culminated in the development and launch of a personal loan product that is projected to generate substantial annual revenue. I led the charge in creating dynamic pricing models and a machine learning-based credit risk assessment, which increased loan approval accuracy by 20%. This role built upon my experience at T-Mobile, where I directed a team to pioneer machine learning initiatives, demonstrating my commitment to innovation and excellence in data-driven strategy.
Salesforce
View- Website:
- salesforce.com
- Employees:
- 1
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Senior Data Scientist LeadSalesforce Sep 2024 - PresentSan Francisco, California, UsMarTech with deep learning research, attribution, and casual inference analysis, Einstein AI
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Sr Manager, Data ScienceJg Wentworth Mar 2023 - Dec 2023Chesterbrook, Pa, UsLed the development and launch of a transformative personal loan product, projected to generate $120 million annually. Championed the creation of a dynamic pricing model and a machine learning-based credit risk assessment, enhancing loan approval accuracy by 20%. Excelled in cross-functional collaboration, aligning project goals across marketing, sales, and risk management. Successfully advocated for project resources through persuasive presentations to executive leadership. -
Sr Manager, Data ScienceT-Mobile Sep 2022 - Mar 2023Bellevue, Wa, UsDirected a team of 7 in pioneering machine learning initiatives across credit, marketing, collections, and fraud domains. Innovated causal inference marketing models using deep learning and ensemble methods to address complex challenges. Established and enforced stringent A/B testing protocols to validate model efficacy, ensuring optimal data-driven strategies and ongoing enhancements. -
Manager Data Science And AnalyticsOnemain Financial Oct 2015 - Sep 2022Baltimore , Md, UsEngineered and executed advanced machine learning models to transform the underwriting process, achieving a 35% increase in new accounts and reducing losses by 25%. Spearheaded the development of compliant adverse action strategies and deployed explainable AI models. Analyzed over 20 alternative credit data sources to refine model accuracy and underwriting strategies, significantly enhancing data-driven operational decisions. -
Business Intelligence Analyst InternQuicken Loans Jun 2014 - Aug 2014Detroit, Mi, Us• Applying regression analysis with time errors (ARIMA) to predict the weekly conversion rate in Quicken Loans’ landing page, the final prediction accuracy is 87%.• Applying web analytics knowledge to use Omniture and Tealeaf to summary KPI (Key Performance Indicators) and business reports to affiliate departments, launch A\B testing experimental design on the landing page and conduct t-test. • Using CART Decision Tree to improve the model performance in predicting the mortgage closing probability from incoming calls to closing.#business intelligence # data anlytics #time series models #regression analysis # ARIMA #mortgage -
Product ManagerGta Finance And Education Group 2012 - 2013Shen Zhen, Cn• Promoted to Product Manager within one year, helping Japan International Nikkei Group to localize the financial portfolio analysis product, and bridging the Japanese client side and back-end office to facilitate the business and technical development process. • Made strategic analysis on competitor’s financial data terminal products and interview with 15 plus hedge funds and mutual funds to collect the user needs. Built basic demos for presentation to Japanese clients with Azure and java.
Kylie Li Skills
Kylie Li Education Details
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University Of PittsburghInformation Science
Frequently Asked Questions about Kylie Li
What company does Kylie Li work for?
Kylie Li works for Salesforce
What is Kylie Li's role at the current company?
Kylie Li's current role is Machine Learning Engineer & Data Science Leader | Proven Success in Fintech Innovations and Strategic Data Solutions| Transforming Data into Strategic Business Value.
What is Kylie Li's email address?
Kylie Li's email address is so****@****ial.com
What schools did Kylie Li attend?
Kylie Li attended University Of Pittsburgh.
What are some of Kylie Li's interests?
Kylie Li has interest in Children.
What skills is Kylie Li known for?
Kylie Li has skills like Data Analysis, Data Mining, Sql, Analysis, Business Analysis, R, Analytics, Python, Java, Microsoft Excel, Machine Learning, Statistics.
Who are Kylie Li's colleagues?
Kylie Li's colleagues are Benil Babu, Divyani Indurkhya, Shital Kumbhar, Tuaha Buksh, Marisa Cerrutti, Becky Zilis, Dustin South.
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