Matthew Werth

Data Scientist

https://talent.gravityer.com/matthew-werth

Long term language and linguistics lover now looking for a new career at the intersection of language, linguistics and technology.

Irvine, Canada

Key Strengths

Demonstrated interest in Natural Language Processing (NLP) through projects like 'aws_flask_ner' and 'trump_tweet_analysis'.
Experience with data cleaning, tokenization, sentiment analysis, and topic modeling (LDA, NMF) relevant to Data Scientist role.
Proficiency in Python and Jupyter Notebook, essential tools for data science.
Exposure to various data visualization techniques and geo-mapping.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong interest in data analysis and NLP. The diversity of topics (literature, news, social media, climate) suggests intellectual curiosity. However, the lack of team projects or professional experience makes it difficult to assess collaboration or broader cultural fit within an organizational setting. The target role is Data Scientist, and the projects align well with the technical aspects of this role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

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Projects

database-AI-language-exchange

July 12, 2025 – July 12, 2025

database-AI-language-exchange — GitHub repository

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python_anywhere

December 1, 2022 – March 22, 2023

replica of code from the ESL article generating website hosted on python anywhere

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NER-for-ESL

February 27, 2021 – March 24, 2021

NER-for-ESL — GitHub repository

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aws_flask_ner

February 5, 2021 – May 24, 2022

This API grew out of (one of) my frustrations as a Chinese student. When I read the newspaper, I know most of the important characters, but I often don't know proper nouns, such as peoples' names, cities, company names, and so on. This API uses a pre-trained spacy model to identify and label proper nouns in English or Chinese texts. It also provides the Chinese pronunciation for them

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trump_tweet_analysis

August 28, 2020 – August 22, 2023

An analysis and exploration of 4 years of Trump's tweets, including data cleaning, sentiment analysis and topic categorization with LDA and NMF.

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creative_name_here

August 14, 2020 – August 24, 2020

creative_name_here — GitHub repository

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sportsdiversity

July 9, 2020 – August 17, 2023

sportsdiversity — GitHub repository

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ETLNetflixProject

June 9, 2020 – June 18, 2020

ETLNetflixProject — GitHub repository

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Climate-Analysis-and-Exploration

June 4, 2020 – July 17, 2022

An analysis of the effects of latitude on climate,including data visualization and geo-mapping.

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Oz-text-analysis

June 3, 2020 – August 29, 2022

Text analysis of the Wizard of Oz and The Marvelous Land of Oz using r and including data cleaning, tokenization, data visualizations and sentiment analysis.

View Project

Key Strengths

Demonstrated interest in Natural Language Processing (NLP) through projects like 'aws_flask_ner' and 'trump_tweet_analysis'.
Experience with data cleaning, tokenization, sentiment analysis, and topic modeling (LDA, NMF) relevant to Data Scientist role.
Proficiency in Python and Jupyter Notebook, essential tools for data science.
Exposure to various data visualization techniques and geo-mapping.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

Matthew Werth

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit