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Data professional with a passion for solving business problems and finding new ways to increase efficiency in process flows. Experienced in extracting and manipulating data from disparate sources to build models, dashboards, and mine trends.
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Data ScientistConductor Sep 2023 - PresentNew York, Ny, Us -
Operations AnalystConductor Nov 2022 - Aug 2023New York, Ny, Us -
People Analytics AnalystConductor Oct 2021 - Oct 2022New York, Ny, Us -
Business Data AnalystIntercontinental New York Times Square Dec 2019 - Mar 2020New York, Ny, Us -
Data Scientist FellowMetis Jul 2019 - Sep 2019New York, Ny, UsMetis is a full‐time 12 week ACCET‐accredited immersive data science program which focuses on programming (Python), project design, data acquisition and cleaning, machine learning, statistical modeling, and communication. 𝗟𝗲𝘁'𝘀 𝗕𝗲𝗮𝘁 𝗗𝗿𝗮𝗳𝘁𝗞𝗶𝗻𝗴𝘀: 𝗡𝗕𝗔 𝗗𝗮𝗶𝗹𝘆 𝗙𝗮𝗻𝘁𝗮𝘀𝘆 𝗣𝗼𝗶𝗻𝘁𝘀 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗼𝗿Created a linear regression model to predict nightly DFS fantasy point production.• Scraped stats.nba.com using a combination of BeautifulSoup/Selenium and managed data throuhg a PostreSQL database. • Engineered lagged features on both individual and team aggregation levels for player statistics.• Created a Tableau dashboard to visualize key performance metrics for players. 𝗜𝘀 𝗶𝘁 𝗮 𝗕𝗮𝗻𝗴𝗲𝗿?Developed a supervised classification model using scikit-learn to predict if a song would be a hit.• Extracted the audio features and genres from 5,400 tracks released in 2018 through the Spotify Web API.• Generated positive class label by scraping Billboard Hot 100 weekly charts and fuzzy merging with Spotify data.• Optimized Random Forest classifier model for f-beta (β = 2) using RandomizedSearchCV to tune hyperparameters. 𝗣𝗮𝗿𝘀𝗶𝗻𝗴 𝗿/𝗻𝗯𝗮Applied unsupervised natural language processing techniques to parse out trending topics on the NBA subreddit. • Obtained 8.8 million subreddit comments using the Pushshift.io API.• Preprocessed, lemmatized, and applied stop words to corpus using NLTK , SpaCy, and scikit-learn's CountVectorizer.• Performed topic modeling through a combination of non-negative matrix factorization and CorEx anchoring to identify 6 distinct topics for marketing use. -
Staff AccountantIntercontinental New York Times Square May 2016 - May 2019New York, Ny, Us -
Staff AccountantThe London Nyc Nov 2013 - May 2016
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PurchaserThe London Nyc Dec 2012 - Nov 2013
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Accounts Payable AssistantUnc Student Stores-Ram Shop May 2011 - Jun 2012Chapel Hill, North Carolina, Us
Johnny Chen Skills
Johnny Chen Education Details
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University Of North Carolina At Chapel HillEconomics
Frequently Asked Questions about Johnny Chen
What company does Johnny Chen work for?
Johnny Chen works for Conductor
What is Johnny Chen's role at the current company?
Johnny Chen's current role is Data Analytics.
What is Johnny Chen's email address?
Johnny Chen's email address is jo****@****tis.com
What schools did Johnny Chen attend?
Johnny Chen attended University Of North Carolina At Chapel Hill.
What are some of Johnny Chen's interests?
Johnny Chen has interest in Computers, Basketball, Board Games, Food, Mobile Technology.
What skills is Johnny Chen known for?
Johnny Chen has skills like Microsoft Excel, Data Analysis, Accounting, Microsoft Word, Python, Sql, Financial Accounting, Microsoft Office, Machine Learning, Financial Analysis, Managerial Accounting, Accounts Receivable.
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