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Experienced data professional relating to geospatial technology, analytics, and strategic market planning to support business expansion.tools with experience:* Python development and associated scientific/statistical libraries (GeoPandas, Pandas, Scipy, Numpy)* SQL/databases, spatial SQL, dbt* QGIS* Google Cloud Platform (BigQuery, GCS)* Jupyter notebooksprofessional and technical experience:* mathematical model building (customer demand modeling, revenue forecasting, etc)* database management* geospatial data manipulation and analysis (polygon overlays, proximity analysis, etc)* map making* algorithms: greedy algorithms, k-means clustering, random forests* managing large data sets (e.g. cell phone mobility data)* address geocoding* basic statistics: one-way ANOVA, confidence levels, etc* strategic market planning for business growth* retail trade area studies* retail impact studies* team management* vendor relationship management
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Data ScientistTag - The Aspen GroupColumbus, Oh, Us -
Manager Of Real Estate AnalyticsTag - The Aspen Group Aug 2024 - PresentChicago, Il, Us -
Data ScientistTag - The Aspen Group Mar 2023 - Aug 2024Chicago, Il, Us -
Real Estate AnalystWellnow Urgent Care Mar 2021 - PresentChicago, Illinois, Us -
Data ScientistWellnow Urgent Care Apr 2022 - May 2023Chicago, Illinois, Us -
Site Selection ConsultantZelnik Realty Ltd Sep 2020 - Jan 2021Constructed predictive models for real estate site selection using SiteZeus location intelligence software to provide client with revenue forecasts, routinely employing these forecasts for several prospective sites Researched consumer foot traffic using spatial analytics to develop trade areas, analyze demographics, and understand competitor saturationLiaised with real estate brokers and engineers to foster mutual understandings of the requirements of the business and of the limitations of the technology, providing both a technical and a real estate perspective
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Graduate ResearcherNorthwestern University Sep 2016 - Sep 2020Evanston, Il, UsDesigned an unsupervised learning algorithm that employs an iterative method to classify matrix elements in a master equation, wrote a Python class to implement it, and published it to Physical Review ACollaborated in 2 teams of colleagues from the University of Chicago and TU Delft to realize my algorithm in experimental studies, leading to 2 additional publications to Physical Review Letters and ScienceImplemented a Tensorflow-built package to optimize microwave pulse shapes using automatic differentiation and ADAM, contributing to an additional first author publication to Physical Review AManaged competing deadlines and resolved conflicts when revising research papers with scrutiny from advisor and journal referees, evident by 3 revisions in a 4-month time frame -
Graduate Teaching AssistantNorthwestern University 2017 - 2019Evanston, Il, Us -
Undergraduate Research AssistantThe Ohio State University 2013 - 2016Columbus, Ohio, Us
Brian Baker Skills
Brian Baker Education Details
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Northwestern UniversityPhysics -
The Ohio State UniversityApplied Mathematics -
The Ohio State UniversityPhysics
Frequently Asked Questions about Brian Baker
What company does Brian Baker work for?
Brian Baker works for Tag - The Aspen Group
What is Brian Baker's role at the current company?
Brian Baker's current role is Data Scientist.
What is Brian Baker's email address?
Brian Baker's email address is br****@****now.com
What is Brian Baker's direct phone number?
Brian Baker's direct phone number is +161462*****
What schools did Brian Baker attend?
Brian Baker attended Northwestern University, The Ohio State University, The Ohio State University.
What skills is Brian Baker known for?
Brian Baker has skills like Physics, C++, Teaching, Python, Data Analysis, Object Oriented Programming, Microsoft Word, Latex, Monte Carlo Simulation, Statistics, Project Management, Numerical Analysis.
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