James F. Email and Phone Number
• 10 years experience building Predictive Models to drive company profitability and growth. These include models for Commercial Auto Pricing, General Liability Pricing, Real Estate Prospecting, HR Attrition. • Actively involved in communication and presentation of data science results and insights to our various stakeholders including senior management, underwriters, actuaries, and IT for implementation. • Excellent Communication and Presentation Skills, Problem-Solving, and Critical Thinking. • High Ethics and Integrity• Strong R and SAS programmer. (SAS certified). SQL • Python is my secondary language: Pandas, Sklearn, NLTK • Data Visualization: R's ggplot2, Spotfire • Web Apps: RShiny • Machine Learning: Regression (Linear/GLM,Logistic/Lasso), Gradient Boosting, Random Forest, Decision Tree, PCA, K-means clustering, Hierarchical clustering• Big Data: Spark in R using SparklyR, Data.Table (dtplyr) • Statistics: A/B Testing, Probability, Inference• Lifelong learner who actively seeks to learn the most cutting edge modeling techniques and software.• Completed the following career tracks on Datacamp: "Data Scientist with R Track", "Programming with R Track". CAS Actuarial Exams passed: P,FM,LC/ST,MFE,COther Skills:R, RStudio, RShiny, SQL, Tidyverse, ggplot2, dplyr, Exploratory Analysis, Data Visualization, Human Analytics (HR), Data Cleaning, Missing Data handling, Dates and Times, Functions, Importing Data, Cleaning Data, Sentiment Analysis, Text Mining - Bag of Words, Network Data, Anomaly Detection, Statistics, Data Mining, Machine Learning, SQL, A/B Testing, Multiple Regression, Logistic Regression, Machine Learning, GLMNet, Random Forest, Gradient Boosting, Data Science for Managers, Unsupervised Learning, kmeans clustering, hierarchical clustering, pca, Big Data with Spark in R with SparklyR, Big Data in memory with DataTable (dtplyr)
Zurich North American Insurance Company
View- Website:
- zurichna.com
- Employees:
- 9101
-
Zurich North American Insurance CompanySchaumburg, Il, Us -
Data Scientist - Regional LeadZurich North American Insurance Company Jan 2012 - PresentUse Data to deliver Predictions, Insights, and Value to our customers and Internal stakeholders. I have a passion for coaching/mentoring less experienced analysts. I specialize in Statistical Modeling, R Programming, Storytelling with Data, Stakeholder Management, Mentoring/Coaching. Notable work: 1. Internal Audit finding that led to a company wide policy change related to broker commission payments. 2. Currently helping to develop an Analytics function within our Internal Audit department. We are seeking to train our non-technical auditors to use analytics in their everyday audit work. 3. 7 years experience building Pricing Predictive Models4. Actively involved in Hiring and MentoringNotable Predictive Models I've worked on include: 1. Global Executive Attrition Predictive Model - trying to determine motivating factors why anyone from Senior Management would leave the company. 2. Completed Zurich's *US Commercial Auto Pricing* Predictive model (GLM) 3 months ahead of schedule. Actively communicated with our Stakeholders and Senior management throughout the entire modeling process from Data Collection through Implementation. Over $250 million in premium runs through this model. 3. Built *General Liability Underwriting Pricing* model using SAS programming, Actuarial concepts, Generalized Linear Models (GLMs), and Emblem Modeling. Over $200 million in premium runs through this model. 4. Worked on team to build a Real Estate Prospecting Model using Machine Learning Techniques, specifically Decision Trees (DT) and Gradient Boosting (GB) within SAS Enterprise Miner.5. Worked to help lead a Model Refresh for our GL Underwriting Model where I was able to gain experience in Project Management and mentoring of less experience analysts.
James F. Education Details
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Harvard UniversityField: Data Science
Frequently Asked Questions about James F.
What company does James F. work for?
James F. works for Zurich North American Insurance Company
What is James F.'s role at the current company?
James F.'s current role is Lead Data Scientist | Statistical Modeling, Machine Learning| R, Python | Economics.
What schools did James F. attend?
James F. attended Harvard University.
Who are James F.'s colleagues?
James F.'s colleagues are Abdullah Baykusoglu, Fabiane Vrechi, Madison Chapman Cpcu, Are, Ains, Aai, Api, Pooja Khatri, Mike Lecrone, Jack Hilbert, Brad Kozik.
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