Emily Zou

Data Science Intern at Transcenta
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Contact Information
us****@****om
(386) 825-5501
Location
Wayne, Pennsylvania, United States, US
Languages
  • English Native or bilingual proficiency
  • Spanish Professional working proficiency

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Credentials

  • Certification of MIT Futuremakers: AI & Machine Learning with Python
    MIT Media Lab
    Aug, 2023
    - Nov, 2024
  • Certification of Data Science Course
    Girls Who Code
    Jul, 2023
    - Nov, 2024
  • Certification of Data Science & Machine Learning
    Brown University Pre-College Programs
    Jul, 2022
    - Nov, 2024

Experience

  • Transcenta
    • China
    • Biotechnology Research
    • 1 - 100 Employee
    • Data Science Intern
      • Aug 2023 - Present

      • Assist BDS team with the development of R Shiny and search tool • Attend project meetings and discussions to gather user requirements of search tool • Assist BDS team with the development of R Shiny and search tool • Attend project meetings and discussions to gather user requirements of search tool

  • International Youth Research Initiative
    • Research Services
    • 1 - 100 Employee
    • Executive Board Member
      • Aug 2023 - Present

      • Review manuscripts submitted to IYRI Journal of CS/Science • Reformat tables and charts and compile manuscripts to final publications • Work within a group of subject experts to advise on journal strategy • Review manuscripts submitted to IYRI Journal of CS/Science • Reformat tables and charts and compile manuscripts to final publications • Work within a group of subject experts to advise on journal strategy

  • Day of AI Youth Camp
    • Program Director & Instructor
      • Aug 2023 - Present

      • Engage local middle schoolers with high-level introductions to Python, ML, AI, and AI Ethics • Host live programming sessions via Google Collab and develop ML models with Kaggle datasets • Enrich AI literacy by demoing feature engineering skills • Engage local middle schoolers with high-level introductions to Python, ML, AI, and AI Ethics • Host live programming sessions via Google Collab and develop ML models with Kaggle datasets • Enrich AI literacy by demoing feature engineering skills

  • Girls For Business
    • United States
    • Professional Training and Coaching
    • 1 - 100 Employee
    • Business Analytics Writer
      • Jan 2023 - Present

      • Write and publish business analytics articles on GFB’s Newsletter • Coordinate outreach interview projects with business professionals in the field • Post business tips on GFB’s Instagram to empower young aspiring businesswomen • Write and publish business analytics articles on GFB’s Newsletter • Coordinate outreach interview projects with business professionals in the field • Post business tips on GFB’s Instagram to empower young aspiring businesswomen

  • The Alliance of Youth Leaders in the United States
    • Education Administration Programs
    • 1 - 100 Employee
    • Founder & President of AYLUS Main Line
      • Aug 2022 - Present

      • Recruit student volunteers spanning multiple neighborhoods • Plan and organize monthly volunteer activities to empower local non-profits and communities • Host fundraising drives, community events, and youth camps • Recruit student volunteers spanning multiple neighborhoods • Plan and organize monthly volunteer activities to empower local non-profits and communities • Host fundraising drives, community events, and youth camps

  • The Folio Magazine
    • Art and Layout Editor
      • Aug 2022 - Present

      • Lead art critiques and discussions, including assignments and prompts for workshop days • Compile art and literature submissions into spreads and design magazine layout for semi-annual publishing • Work in conjunction with business managers to design merchandise and aid in brand marketing • Lead art critiques and discussions, including assignments and prompts for workshop days • Compile art and literature submissions into spreads and design magazine layout for semi-annual publishing • Work in conjunction with business managers to design merchandise and aid in brand marketing

  • Data Science Club
    • Founder & Co-President
      • Nov 2022 - Present

      • Organize data science club fair and recruit 60+ members • Lecture on machine learning and deep learning methods, implementation, and development of models via Kaggle • Invite industry professionals to speak on field of interest • Organize data science club fair and recruit 60+ members • Lecture on machine learning and deep learning methods, implementation, and development of models via Kaggle • Invite industry professionals to speak on field of interest

  • Graphic Design Club
    • Founder & Vice President
      • Oct 2022 - Present

      • Lecture on graphic design concepts and techniques • Demonstrate principles of graphic design through the adobe bundle of illustrator, InDesign, and Photoshop • Communicate with school clubs and local business for potential logo design opportunities • Lecture on graphic design concepts and techniques • Demonstrate principles of graphic design through the adobe bundle of illustrator, InDesign, and Photoshop • Communicate with school clubs and local business for potential logo design opportunities

  • Girls Who Code
    • United States
    • Civic and Social Organizations
    • 500 - 600 Employee
    • GWC Summer Program
      • Jul 2023 - Present

      • Exposed to tech jobs, meet leaders in tech careers, and build leadership in our supportive sisterhood • Cultivated proficiency in Python skills for data science and cybersecurity through hands-on coding projects • Learned to create showcase websites using HTML, CSS, and JavaScript • Exposed to tech jobs, meet leaders in tech careers, and build leadership in our supportive sisterhood • Cultivated proficiency in Python skills for data science and cybersecurity through hands-on coding projects • Learned to create showcase websites using HTML, CSS, and JavaScript

  • SureStart
    • United States
    • Education Administration Programs
    • 1 - 100 Employee
    • MIT FutureMakers x SureStart: AI & Machine Learning
      • Jul 2023 - Aug 2023

      • Explored and applied machine learning, affective computing, artificial intelligence techniques in a 6-week summer program • Developed a Promptimizer that can help many non-native speakers to tune their prompts when using generative AI • Implemented Prompt Optimization algorithm by training Meta’s LLamaV2 model with Team JENNA • Explored and applied machine learning, affective computing, artificial intelligence techniques in a 6-week summer program • Developed a Promptimizer that can help many non-native speakers to tune their prompts when using generative AI • Implemented Prompt Optimization algorithm by training Meta’s LLamaV2 model with Team JENNA

  • Foundation for Teaching Economics
    • United States
    • Non-profit Organizations
    • 1 - 100 Employee
    • Entrepreneurship in the Global Economy (EGE) at Columbia University
      • Jul 2023 - Jul 2023

      • Learned to write a business plan and grasp the economic principles essential for successful entrepreneurship • Innovated real-time product design through creative business ideas and technology integration • Learned to write a business plan and grasp the economic principles essential for successful entrepreneurship • Innovated real-time product design through creative business ideas and technology integration

  • SUNDAY LOVE PROJECT
    • United States
    • Civic and Social Organizations
    • Student App Developer
      • May 2023 - Jun 2023

      • Developed a mobile App that stores an interactive database of food pantry customers • Features include a search bar, access to the camera, an ID scanner, user’s edit page, an statistics page, and interactive calendar, etc. • Programmed in C# and .NET MAUI and collaborated with a small group of developers via GitHub • Developed a mobile App that stores an interactive database of food pantry customers • Features include a search bar, access to the camera, an ID scanner, user’s edit page, an statistics page, and interactive calendar, etc. • Programmed in C# and .NET MAUI and collaborated with a small group of developers via GitHub

  • Conestoga Computer Science Club
    • HackStoga
      • Mar 2023 - Mar 2023

      • Participated in Conestoga’s annual codefest competition against 44 teams • Worked on a team project to build a platforming game and programmed the environment in Python • Participated in Conestoga’s annual codefest competition against 44 teams • Worked on a team project to build a platforming game and programmed the environment in Python

  • Brown University Pre-College Programs
    • United States
    • Higher Education
    • 1 - 100 Employee
    • Data Science & Machine Learning
      • Jun 2022 - Jul 2022

      • Participated in college-level machine learning seminars that outlined inferential and descriptive statistics, regression, classification and clustering methods, and the three paradigms of machine learning • Delivered viable solutions to businesses by determining the factors in predicting the employee attrition rate • Participated in college-level machine learning seminars that outlined inferential and descriptive statistics, regression, classification and clustering methods, and the three paradigms of machine learning • Delivered viable solutions to businesses by determining the factors in predicting the employee attrition rate

Education

  • Conestoga Senior High School
    High School Diploma
    2020 - 2024

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