Loren Dunn Email and Phone Number

- Collect, extract, query, clean, and aggregate data for analysis.- Gather, store and organize data using SQL and Git.- Perform visual and statistical analysis on data using Python and its associated libraries and tools.- Craft and share compelling narratives through data visualization.- Build and implement appropriate machine learning models and algorithms to evaluate data science problems.- Compile clear stakeholder reports to communicate the nuances of analyses.- Apply question, modeling, and validation problem-solving processes to data sets.Data Projects Include:NLP Modeling to identify r/startrek and r/StarWars subreddits after removing franchise-specific proper names and key term stop words.- Achieved accuracy of 0.873 with TF-IDIF Vectorizer and Multinomial Naive-Bayes, franchise-specific stop words removed.- Interpreted Logistic Regression coefficients for inference on key words associated with higher probability of association with each subreddit (e.g., r/startrek: “crew” & “love”; r/StarWars: “war” & “kill”)Analysis of New York City new residential building construction permits, 2016-2022 - Extracted 7.2k relevant permits from database of 3.9 million- Collected data from 7 different Open Data NYC and NYC Dept. of Planning data sets, including +7mm NYPD criminal complaints database and geospatial data- Identified trends in locations of new residential building construction across boroughs- Utilized DBSCAN in atypical way to identify clusters that could be used to distinguish new locations that don’t fit patterns found in permitted locations, though results were inconclusive.Analysis of Congressional Stock Trading - Collaborated as part of a team of 3 data scientists- Scraped stock data using AlphaVantage API- Developed model to track profitability of congressional stock trades- Applied time-series modeling

- Formerly Noodle Pros- Established boutique tutoring agency with a small group of elite, professional tutors.- Drove six-figures in annual business through service-oriented, high-touch care for clients that showed results.- Implemented ongoing professional development seminars for 100+ Inspirica Pros tutors (Dec. 2017-Jan.2022).

- Six-figures of annual sales of commercial flooring and installation services- Coordinate projects from sale through installation for both public and private institutions- Managed material acquisition from multiple suppliers, installation teams shared with multiple representatives to meet deadlines across customers’ fluid, multistage construction calendars

Contributed articles on education-related topics to Forbes.com.

Taught introductory and intermediate level undergraduate acting classes in the Writing Seminars Department.