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Aaron Brake is listed as Data Scientist | NLP Specialist | Data Scientist at Allstate at Allstate, a company with 63964 employees, based in Aurora, Colorado, United States. AeroLeads shows a work email signal at allstate.com and a matched LinkedIn profile for Aaron Brake.
Aaron Brake previously worked as Mid Level Data Scientist at Allstate and Data Scientist at Allstate. Aaron Brake holds Master Of Science - Ms, Statistics from North Carolina State University.
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🚀 Data Scientist at Allstate | NLP Specialist 🚀🔍 About Me:Dedicated data scientist at Allstate, specializing in Natural Language Processing (NLP(), transformer models, and Large Language Models (LLM). My passion lies in leveraging transformative technologies to propel data insights, and a keen interest in leveraging cutting-edge transformer models to create sophisticated NLP models to leverage text data into actionable outcomes to improve.🧠 Professional Expertise:NLP Mastery: Proficient in Natural Language Processing, specializing in creating text classification models for consumer message intent within chatbot data. Harnessing the power of state-of-the-art transformer models, including BERT and RoBERTa, to deliver exceptional results.Advanced Model Research: Research on using Large Language Models (LLM) such as LLama2, to streamline the model creation process. Explored innovative strategies, from generating synthetic text data, speeding up data labeling process, to elevate model performance and efficiency.🎓 Education:Master of Statistics: Served as a Teaching Assistant for Python, graduate statistics for non-statisticians, and general undergraduate statistics classes. Graduated with a solid foundation in statistical methodologies.
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Promoted to Mid-Level Data Scientist at AllstateModel Creation Leadership:- Collaborating with the in-house labeling team for streamlined data flow- Taking charge of other team members' models, demonstrating expertise of model creation and improvementEnd-to-End Model Development- Creating three models from inception to deployment in a pipeline- Utilizing.
Examined and documented text sentiments in unstructured message data utilizing SBERT clustering techniques and presented findings to business partners that resulted in project approval for further exploration and modeling. Collected and cleaned chat message using PySpark and web traffic data for modeling purposes. Employed data mining techniques to extract.
Raleigh, North Carolina, United States
- Communicated statistical ideas and concepts to undergraduate and graduate students through teaching classes and holding office hours-Coordinated with other TA’s and professors to manage course logistics and develop assignmentsTeaching Experience:Python Class TA: Guided undergraduate students through their first programming class, using Python.Graduate.
Morgantown, West Virginia, United States
Classified the alumni most likely to join the Association using an Alumni Satisfaction Score metric which increased direct mail campaign response rate by 50%. Collaborated with Media, Social Media, and Graphic Design teams to analyze the success of email campaigns and online ads, leveraging tools like Google Analytics to gain insights and optimize future.
-Designed and implemented data visualizations to relay essential information concisely using both Tableau and Python
Canaan Valley, WV
For two winters during my undergraduate education I was a part time ski instructor. During this time, I was tasked with instructing all types of clients: children, adults, families, school groups, workshops, etc. I maintained good standing with the PSIA during this time, as well as passed the Level 1 telemark instructors exam.
Morgantown, WV
-Formulated methods to analyze forensic trace evidence on duct tape samples-Conducted relevant statistical analysis on collected data, helping to prove the method viable-Maintained proper lab notebooks, and managing lab experimentation data was vital to this research- Conducted a presentation of research, as both a poster and seminar, at MAFS conference in.
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Jillian Stewart
Colleague at Allstate
North Little Rock, Arkansas, United States, United States
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Ryan Skinner
Colleague at Allstate
Belfast Metropolitan Area, United Kingdom
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Lucy Robinson
Colleague at Allstate
Vinton, Virginia, United States, United States
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Becky Vanek
Colleague at Allstate
United States, United States
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Otis Lawrence
Colleague at Allstate
Suwanee, Georgia, United States, United States
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Tom Neumann
Colleague at Allstate
West Palm Beach, Florida, United States, United States
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Emily Sellevaag
Colleague at Allstate
Columbus, Ohio Metropolitan Area, United States
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Re-Bel Crew
Colleague at Allstate
Sparks, Nevada, United States, United States
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Sidney Lane
Colleague at Allstate
Holden, Missouri, United States, United States
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Jamarrius Price
Colleague at Allstate
Arlington, Texas, United States, United States
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Relevant Coursework included Machine Learning, Statistical Programming, Theoretical Statistics, Bayesian Statistics
- B.S. in Industrial Mathematics and Statistics with an area of emphasis in Statistics - Graduated Summa Cum Laude - Maintained.
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Aaron Brake works for Allstate.
Aaron Brake is listed as Data Scientist | NLP Specialist | Data Scientist at Allstate at Allstate.
AeroLeads has found 1 work email signal at @allstate.com for Aaron Brake at Allstate.
Aaron Brake is based in Aurora, Colorado, United States while working with Allstate.
Aaron Brake has worked for Allstate, North Carolina State University, West Virginia University, and Timberline Four Seasons Resort.
Aaron Brake's colleagues at Allstate include Jillian Stewart, Ryan Skinner, Lucy Robinson, Becky Vanek, and Otis Lawrence.
You can use AeroLeads to view verified contact signals for Aaron Brake at Allstate, including work email, phone, and LinkedIn data when available.
Aaron Brake holds Master Of Science - Ms, Statistics from North Carolina State University.
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