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Andrew Rothman

Principal Data/ML Scientist - Adviser - ML/AI Scientist & Statistician - ex-BCG - Harvard & MIT alum

Andrew Rothman is a highly experienced Machine Learning and Data Scientist currently working as a Staff Applied Scientist at The Cambridge Group.1 He specializes in Machine Learning, Causal Inference, and Deep Learning, with a focus on e-commerce applications.1

Professional Experience

Rothman has an extensive background in data science and machine learning:

  • Staff Applied Scientist at The Cambridge Group (January 2019 - Present): Leads end-to-end Deep Learning and Causal Inference projects for Fortune 100 clients in technology, retail, and e-commerce.1
  • Artificial Intelligence & Deep Learning Teaching at Stanford University (April 2021 - Present): Facilitates graduate courses in AI and ML.1
  • Previously held positions as Principal Applied Data Scientist at BuildGroup, Chief Data Scientist at AIMatters, and Machine Learning Research Scientist at The Boston Consulting Group (BCG).1

Education and Skills

Rothman's educational background includes:

  • Training from Harvard University and MIT in Statistics and Machine Learning.1
  • Expertise in various ML techniques, including deep learning, causal inference, and recommender systems.1

His skills encompass A/B testing, Amazon Web Services (AWS), Convolutional Neural Networks (CNN), data structures, and deep learning.2

Notable Projects

Throughout his career, Rothman has worked on significant projects such as:

  • Deep Learning-driven revenue forecasting
  • Customer segmentation
  • Recommender systems using unstructured natural language and e-commerce click-stream data
  • Development of ML systems for identifying investment opportunities in venture capital

Andrew Rothman's diverse experience and expertise in machine learning and data science make him a prominent figure in the field of AI and its applications in business and technology.12

Highlights

Aug 17 · weekday.works
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Related Questions

What are some of the most notable projects Andrew Rothman has led at The Cambridge Group?
How does Andrew Rothman's work at Stanford University influence his projects at The Cambridge Group?
What specific methodologies does Andrew Rothman use in his deep learning projects?
How has Andrew Rothman's experience at Harvard University shaped his career in machine learning?
What are the main challenges Andrew Rothman faces in his role at The Cambridge Group?
Andrew Rothman
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Location

Cambridge, Massachusetts, United States