Kerstin Wolf

Kerstin Wolf

Summer Camp Counselor

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  • Timeline

  • About me

    Data Scientist | MSLIS, Data Science

  • Education

    • Woodstock High School

      2009 - 2013

      Activities and Societies: Illinois State Scholar, Illinois High School Association All-State Academic Team Nominee, W.E. Maxwell Award: Female Scholar Athlete, D200 Athlete Award, Track and Field, Cross Country, National Honors Society of High School Scholars, National Honors Society, Spanish Honors Society, Varsity Band, Pep Band, AP Scholar, Spanish Club, McHenry County Honor Band, Tri-M Music Honors Society, Woodstock High School Captains Council, Carpe Diem Editor, Study Abroad to Spain, 7th in Graduating Class

    • University of Illinois Urbana-Champaign

      2020 - 2021
      Master of Library & Information Science - MLIS 3.93 GPA

      Activities and Societies: member of the Association for Computing Machinery for Women (ACM-W) UIUC student chapter; volunteer at the Center for Children's Books Specialization: Data ScienceCourses: Methods of Data Science; Pre-Analytics Data Curation; Data Mining; Database Design & Prototyping; Practical Health Data Analytics; Foundations of Information Processing; Applied Business Research; Command Line Tools; Introduction to Data Science; Copyright for Information Professionals; Information Organization and Access; Libraries, Information, and Society

    • University of Illinois Urbana-Champaign

      2013 - 2017
      Bachelor of Arts - BA English, Spanish 3.88 GPA

      Activities and Societies: Illini Boxing, Illini Judo, Phi Eta Sigma Honors Society, National Society of Collegiate Scholars, Dean's List, Cum Laude

  • Experience

    • Camp Invention Inc

      Jul 2007 - Jul 2013
      Summer Camp Counselor

      -Supervised and assisted K-6 students with STEM related curriculum-Maintained this position every summer from 2007-2013

    • Read Between the Lynes Bookstore

      May 2008 - Aug 2008
      Book Reviewer

      -Read and reviewed Advanced Reader Copies of books-Determined which books would be a good addition to the bookstore

    • Illini Judo

      Jan 2014 - May 2014
      Ambassador

      -Oversaw the recruiting of new members -Set up the facility for the Midwestern Judo Collegiate Championships

    • Illini Judo

      Jul 2014 - Aug 2015
      President

      -Managed all paperwork and documentation-Led all media and communications and recruited new members through public events and social media-Arranged transportation and room and board for the team during competitions-Led event planning for club parties, fundraisers, and recruitment events-Managed the club’s finances -Played a direct role in increasing club funds by over 300%-Restructured and reorganized the finance and record keeping system

    • Camp Invention Inc

      Jul 2014 - Jul 2014
      Media Intern

      -Created, designed, produced, and distributed that year’s camp movie-Managed all photography

    • Montage Arts Journal

      Aug 2015 - May 2016
      Assistant Editor

      -Reviewed all prose, poetry, drama, photography, and art submissions-Copy edited literary works that were selected to be published-Assisted in designing the final product of the journal using Adobe InDesign

    • Human Kinetics

      Jan 2016 - Jan 2016
      Job Shadow

      -Shadowed a managing editor-Learned about the different departments, editing positions, steps of preparing a book for print, and the day-to-day life of an editor

    • Leslie H. Stobbe Literary Agency

      Jul 2016 - Dec 2016
      Intern to Sally Apokedak

      -Examined and responded to queries-Evaluated client manuscripts-Wrote editorial letters

    • Creative Media Agency

      Aug 2016 - Mar 2017
      Intern to Paige Wheeler

      -Wrote reader’s reports, editorial letters, back cover copies, and pitch letters-Brainstormed new titles for manuscripts prior to publication, researched potential novelists, and wrote proposals for new book ideas-Updated and organized the audio contacts list, the film contacts list, and client press kits-Researched editors and created Outlook vCards of editorial contacts -Read partial and full manuscripts

    • Ninth Letter, Online Edition

      Aug 2016 - Dec 2016
      Assistant Editor

      -Read and evaluated fiction, nonfiction, and poetry submissions to determine what would make it into the Winter 2017 Web Edition-Copy edited the selected works

    • Human Kinetics

      Oct 2016 - Dec 2016
      Intern

      -Shadowed the different positions within the publishing company-Worked on editorial exercises, such as copy editing and typesetting

    • N/A

      Dec 2016 - Feb 2019
      Freelance Editor and Proofreader

      -Provided content edits, line edits, copy edits, and proofreading for all client works and regularly discussed the edits in person-Provided insight into the publishing industry

    • Holloway Literary

      Feb 2017 - Sept 2017
      Intern to Nikki Terpilowski and Kortney Price

      -Managed the royalties department and the agency submission inbox-Tracked royalty payments, updated payment logs, and led the acquisition process of new clients -Wrote editorial letters, publicity guides, agency blog posts, and client contract termination letters-Read queries, partial manuscripts, and full manuscripts and wrote detailed reports for each-Communicated between clients and other agents and updated and scheduled events in the agency calendar-Coordinated all posts on the agency Twitter and Instagram accounts Show less

    • Wolf Optometric Center

      May 2017 - Jan 2020

      -Oversaw all monies that entered the business, whether it be credit card payments or cash payments-Reconciled bank statements -Greeted all patients at the front desk, scheduled appointments on OD Pro, updated calendars, made reminder calls to patients, and managed the phone-Retrieved Vision Service Plan documents, updated patient information, prepared all patient files for the doctor and opticians, and created new patient files when needed-Prepared business for daily opening and closing, created daily reports, and balanced the books at the end of the business day

      • Accounts Receivable Specialist

        Jan 2015 - Jan 2020
      • Temporary Administrative Assistant

        May 2017 - Jun 2017
    • Read Between the Lynes

      Sept 2017 - Dec 2019
      Digital Media Coordinator and Bookseller

      -Managed marketing on Facebook, Twitter, and Instagram.-Updated the store website to showcase new announcements and upcoming events.-Assisted customers, and sold products ranging from books and toys to cafe items, and ordered new books and reordered sold books-Organized and maintained the store-Read and reviewed advance review copies and determined if the book was a good fit for the store-Worked the cafe side when needed and created various espresso drinks, blended milkshakes, scooped ice cream, and worked the candy counter. Show less

    • Entangled Publishing, LLC

      Nov 2017 - Mar 2018
      Intern

      -Read full manuscripts and determined whether the manuscript was a good fit for the publishing company-Wrote quality assurance reports and reader’s reports

    • The Booker Albert Literary Agency

      Mar 2018 - Feb 2019

      -Formed contacts and connections with editors-Began building a client list-Participated in pitch events-Read and reviewed submissions-Read full manuscripts and provided reports and detailed notes -Read and reviewed submissions-Read full manuscripts and provided reports and detailed notes

      • Agent Apprentice

        Sept 2018 - Feb 2019
      • Assistant to Jordy Albert

        Mar 2018 - Feb 2019
    • D4EO Literary Agency

      Feb 2019 - Dec 2020
      Literary Agent

      -Managed the careers of numerous authors and sold their manuscripts to major publishing houses-Read and responded to thousands of book submissions-Formed business connections with editors and maintained accurate data on them, their imprints, and their publishing houses

    • University of Illinois Urbana-Champaign

      Jan 2020 - May 2021

      -Developed and implemented a software pipeline to clean and reconcile NER data into RDF/XML files-Linked biological named entities to base ontologies -Led multiple successful library events that gathered attendees from around the world-Led a library-wide scanning project focusing on women and gender bibliographies from around the world -Gathered data for a study on social media use around the world-Prepared videos and wrote materials for Visualization for Data Journalism and Advanced Visualization for Data Journalism Coursera courses -Wrote in-depth research papers on AI and data visualization-Gathered teaching materials and edited research essays on data visualization

      • Data Developer Intern

        Sept 2020 - May 2021
      • Pre-Professional Graduate Assistant

        Aug 2020 - May 2021
      • Graduate Hourly

        Jun 2020 - Aug 2020
      • Graduate Research Assistant

        Jan 2020 - May 2020
    • Business Intelligence Group (UIUC)

      Aug 2020 - Dec 2020
      Consultant

      -Provided strategy consulting for a start-up company in the artificial intelligence industry-Helped the client establish its business model with regards to market entry and positioning-Conducted primary and secondary research and developed recommendations

    • Corteva Agriscience

      May 2021 - Aug 2021
      Data Science Intern - Digital Water Management

      -Automated data processing of time series data, visualization creation, and PDF report generation using R, R Markdown, and YAML. The generated reports relayed individualized field water management insights for hundreds of fields to the corresponding agronomist.-Mapped and visualized crop fields with IoT sensors using QGIS.-Communicated recommendations from data science pipelines to end users.-Optimized an objective function using grid search optimization to make management recommendations from IoT data. Show less

    • University of Illinois System

      Jan 2022 - Jan 2023
      Data Scientist

      -Led the 5-person team conducting months-long, in-depth testing of multiple data science products as part of a multi-million-dollar, university-wide data modernization effort. As well as testing each product myself and meeting with company representatives weekly, I created the detailed assessment criteria that all products were evaluated on and compiled all team notes to make a final recommendation.-Created predictive models and interconnected reporting workflows ranging in topic from sports to student retention to procurement using KNIME, Python, and SQL and worked with departments across the organization in the System Office and in the universities (UIUC, UIC, and UIS).-Hired, onboarded, and managed a team of data science interns remotely through Microsoft Teams. Show less

    • Vesta

      Jan 2023 - Jan 2024
      Data Scientist

      -Led the Feature Engineering sub-team that contributed to over 2000 features for the global ecommerce fraud model. I was responsible for creating and documenting feature ideas in detailed, color-coded Excel sheets and assigning feature programming work to myself and the greater team. All features were programmed in Azure Databricks and committed after review to our development repo using Azure DevOps. Our ecommerce model achieved a KS of 87 on the holdout set and had 97% recall in a high-fraud environment.-Created data-driven insights for Product and Marketing teams to use in promotional material and for competitive research. I reported facts previously unknown to the company by deep diving into our data lake and data warehouse using SQL, Python, and PySpark.-Led the Model Validation and Documentation sub-team that curated 25-page documents for each new model. Miniature reports for model revisions, weekly client visualizations and insights, and daily chargeback insights were also produced for the ML and Data teams and executive leadership. I also created and presented weekly PowerPoint slides to the department on the status of all active projects and models.-Contributed to all steps of the modeling process from data preparation through production and monitoring of the global fraud models using Azure Databricks as well as conducted an anomaly detection proof of concept and helped pioneer the use of Neo4j NoSQL graph databases to further improve model performance. Show less

  • Licenses & Certifications

  • Volunteer Experience

    • Volunteer

      Issued by Center for Children's Books on Jan 2020
      Center for Children's BooksAssociated with Kerstin Wolf