Data Scientist, Data And Analytics
Current
Mar 2019 - Present
AeroLeads people directory · profile
Alison Thompson Email & Phone Number
Data Scientist, Data and Analytics
at
KPMG US
1 work email found
@kpmg.com
LinkedIn matched
✓ Verified July 2026
4 data sources
Profile completeness 100%
Current company
Role
Data Scientist, Data and Analytics
Location
Seattle, Washington, United States
Who is Alison Thompson? Overview
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Quick answer
Alison Thompson is listed as Data Scientist, Data and Analytics at KPMG US, based in Seattle, Washington, United States. AeroLeads shows a work email signal at kpmg.com and a matched LinkedIn profile for Alison Thompson.
Alison Thompson previously worked as Data Science Fellow at Insight Data Science and Postdoctoral Research Fellow at Fred Hutch. Alison Thompson holds Doctor Of Philosophy (Phd), Analytical Chemistry from University Of Washington.
Company email context
Email format at KPMG US
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{first}{last}@kpmg.com
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Profile bio
About Alison Thompson
PhD with experience designing and executing scientific research and delivering machine learning solutions.Programming languages include Python, R, SQL. Tools include GitHub, pandas, scikit-learn, NumPy, Jupyter notebooks, flask, matplotlib, ggplot2, dplyr, knitr, requests, selenium, BeautifulSoup, gensim, NLTK, and AWS.Techniques used include feature engineering, linear & logistic regression, KNN, k-means clustering, random forest, exploratory data analysis & visualization, hypothesis testing, A/B testing, natural-language processing, topic modeling, dimensionality reduction, and maximum likelihood estimation.
Listed skills include Microscopy, Fluorescence Microscopy, Cell Culture, Molecular Biology, and 9 others.
Current workplace
Alison Thompson's current company
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4 roles
Alison Thompson work experience
A career timeline built from the work history available for this profile.
Data Science Fellow
I developed HikeIt!, an app that makes finding new hiking trails less time-consuming. Using machine learning techniques, I uncovered 12 topics that are frequently discussed in trail reviews. I then created an interface that allows users to view text from recent reviews related to their topic of interest. Topics include trail conditions, road conditions, wildlife, camping, views, and more.In this project, I scraped 10k+ free-form hiking trail reviews using selenium and BeautifulSoup (Python) and assembled the data into a SQL database. I processed the text using NLP techniques from the NLTK and Gensim libraries (Python) and implemented a guidedLDA model (Python) to categorize text into 1 of 12 relevant topics with 8x improvement over chance. I deployed the app on AWS with bootstrap and flask (Python).
Sep 2018 - Feb 2019
Postdoctoral Research Fellow
I developed a method to study genetic landscapes leading to relapse in leukemia. This included engineering a novel microfluidic device and creating a custom analysis pipeline to characterize specimens. I extracted 60k+ image features from each of 500+ samples using R (dplyr, ggplot2, k-means clustering) and ImageJ. I also performed hypothesis testing and generated publication-ready visualizations in R. I authored a manuscript published in PLOS One detailing the method and analyzing the failure modes.
Apr 2017 - Sep 2018
Graduate Research Assistant
I published a new method for gene expression analysis by engineering a novel microfluidic device. I also constructed an analysis pipeline using maximum likelihood estimation to find RNA molecule concentration at 10x greater sensitivity than standard, regression-based methods. I developed devices and assays to diagnose HPV and HIV in low-resource, developing countries and presented results to a team of interdisciplinary scientists. I also served as a teaching assistant for lab and recitation session and mentored 5 honors undergraduate students through experimental design and execution.
Sep 2009 - Mar 2017
2 education records
Alison Thompson education
Doctor Of Philosophy (Phd), Analytical Chemistry
University Of Washington
B.S., Chemistry
Miami University
FAQ
Frequently asked questions about Alison Thompson
Quick answers generated from the profile data available on this page.
What company does Alison Thompson work for?
Alison Thompson works for KPMG US.
What is Alison Thompson's role at KPMG US?
Alison Thompson is listed as Data Scientist, Data and Analytics at KPMG US.
What is Alison Thompson's email address?
AeroLeads has found 1 work email signal at @kpmg.com for Alison Thompson at KPMG US.
Where is Alison Thompson based?
Alison Thompson is based in Seattle, Washington, United States while working with KPMG US.
What companies has Alison Thompson worked for?
Alison Thompson has worked for Kpmg Us, Insight Data Science, Fred Hutch, and University Of Washington.
How can I contact Alison Thompson?
You can use AeroLeads to view verified contact signals for Alison Thompson at KPMG US, including work email, phone, and LinkedIn data when available.
What schools did Alison Thompson attend?
Alison Thompson holds Doctor Of Philosophy (Phd), Analytical Chemistry from University Of Washington.
What skills is Alison Thompson known for?
Alison Thompson is listed with skills including Microscopy, Fluorescence Microscopy, Cell Culture, Molecular Biology, Microfluidics, Spectroscopy, Chemistry, and Biochemistry.
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