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Basics

Name Alyssa Player
Label Data Scientist
Email alyssa18player@gmail.com
Phone (857) 318-1936
Url https://alyssaplayer.github.io/
Summary A Data Science Master's student seeking opportunities in the digital marketing, media, and entertainment industries.

Work

  • 2024.07 - Present
    Research Technician
    California Institute of Technology
    Research and laboratory management for the Beacon Opto-Fluidic Platform.
    • Utilize the Beacon Opto-Fluidic Platform to develop novel antibody therapeutics against SARS-COV2 and HIV pathogens
    • Plan, execute, and monitor laboratory experiments daily, ensuring all processes are carried out efficiently with diagnostic QA/QC
    • Maintain database organization and ensure accurate tracking and interpretation of results of ongoing projects
    • Deliver high-quality and comprehensive deliverables to collaborators within the two-week mark of project commencement
    • Continuously update and embed several programs into spreadsheets using JavaScript for improved functionality
    • Organize multi-format collaborative meetings with clients and sponsors to ensure clear expectations and project goals
    • Create visual graphics and images for educational materials, promotional resources, and web design for the center
    • Dedicated member of ‘Caltech Green Labs’ aiming to promote sustainable within laboratory science
  • 2022.02 - 2024.05
    Research Assistant
    Vantuna Research Group, Occidental College
    Undergraduate Research Assistant and Student Mentor.
    • Completed a two-year independently driven Honors Thesis that studied artificial reefs as conservation habits for climate-threatened species along the Southern California Bight with analyses completed in R
    • Participated in field sample collection, preparation, and data compilation for ongoing government-funded monitoring projects
    • Entered and analyzed quantitative field data in Excel to produce annual reports on the progress of ongoing projects and maintain performance standards
    • Mentored 5-10 new students per semester in efficient lab practices, sample collection, and data entry during weekly office hours
    • Trained on substrate population transects on SCUBA to collect field data for annual quantitative population surveys
    • Collaborated with the Discovery Bay Marine Lab, Jamaica as a Richter Trust Scholar on a two-week data collection trip for an ongoing reef monitoring/ coral restoration project to observe annual organismal growth and recruitment to the reefs

Education

Certificates

Google Data Analytics
Coursera 2025-08-26

Volunteer

  • 2024.09 - Present
    Letters to a Pre-Scientist
    Serve as a STEM pen-pal mentor to inspire curiosity and expand the student's perspective on the scientific profession.
  • 2024.07 - Present
    Green Labs, California Institute of Technology
    Assist outreach initiatives to educate the Caltech research community on sustainable practices and waste diversion strategies.

Publications

Projects

  • 2018.01 - 2018.01
    Quantum Computing
    Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers.
    • Quantum Teleportation
    • Quantum Cryptography

Skills

Data Science
Supervised Learning
Unsupervised Learning
Model Evaluation
Python (Pandas & Numpy)
PCA & Dimensionality Reduction
Data Analytics
R (dplyr & tidyverse)
SQL & Database Management
Hypothesis Testing
Statistical Modelling
Data Visualisation (Seaborn/Matplotlib/Tableau)
Biology
Experimental Design
Biological Data Analysis
Population Density Studies
Field Research

Awards

Languages

English
Fluent
Spanish
Beginner
Tagalog
Beginner

References

Dr Kate Malecek
Supervisor at the Beacon Center for Single Cell Biology, California Institute of Technology
Dr Jennifer Keeffe
Supervisor at the Björkman Lab, California Institute of Technology
Chelsea Williams
Mentor and Collaborator at the Vantuna Research Group, Occidental College