Ben Gorman, Developer in New Orleans, LA, United States
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Ben Gorman

Verified Expert  in Engineering

Machine Learning Developer

Location
New Orleans, LA, United States
Toptal Member Since
April 23, 2020

Ben is a data scientist based in the New Orleans area with eight years professional experience. He likes finding creative solutions to business problems using a combination of math and programming. His toolset consists of R, Python, Excel, SQL, and a variety of machine learning techniques.

Machine LearningRMicrosoft ExcelPythonGoogle CloudNatural Language Processing (NLP)Amazon Web Services (AWS)TensorFlowSQLGoogle SheetsVisual Basic for Applications (VBA)

Availability

Part-time

Preferred Environment

Amazon Web Services (AWS), TensorFlow, Google Sheets, Microsoft Excel, SQL, Google Cloud, Python, R

The most amazing...

...system I developed was an automated alert system that identified under-valued tickets to concerts and events.

Work Experience

Data Scientist (Contractor)

2018 - 2020
Tickets Verified
  • Developed a machine learning model to forecast ticket prices to concerts and sporting events.
  • Developed a model to evaluate the fair market prices of tickets.
  • Developed an autonomous system to collect, clean, and store ticket price and related data on a daily basis. This involved a combination of R, Python, SQL, and Google Cloud.
  • Developed tools and analyses to aid in the management sale of over $15 million of tickets. In particular, I successfully overhauled my client's strategy for pricing tickets, helping them scale their business operations efficiently and profitably.
Technologies: Google Cloud, Python, R

Data Scientist

2011 - 2016
Strategic Comp
  • Developed and implemented predictive models for insurance claim loss reserving.
  • Developed a model to forecast claim loads by geography in order to aid in proactive hiring as the business expanded nationally.
  • Developed a system of automated reports to monitor key performance metrics about the business health and employee performance.
Technologies: Visual Basic for Applications (VBA), Microsoft Excel, SQL, R

Predicting Airbnb New User Bookings

https://www.gormanalysis.com/projects/air-bnb-new-user-bookings/
In 2015, Airbnb challenged data scientists to predict in what country a new user would make his or her first booking given information about the user. I placed 20th in the competition out of 1,462 teams thanks to a strong cross-validation framework and clever feature engineering.

Languages

R, Python, SQL, Visual Basic for Applications (VBA)

Other

Machine Learning, Predictive Modeling, Classification Algorithms, Regression Modeling, Forecasting, Sales Forecasting, Trend Forecasting, Product Forecasts, Pricing Strategy, Neural Networks, Image Recognition, Natural Language Processing (NLP), GPT, Generative Pre-trained Transformers (GPT)

Tools

Microsoft Excel, Google Sheets

Storage

Google Cloud

Libraries/APIs

TensorFlow

Platforms

Amazon Web Services (AWS)

2010 - 2015

Bachelor of Science Degree in Mathematics

University of New Orleans - New Orleans, Louisiana

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