Summary
Overview
Work History
Education
Skills
Extracurriculars
Languages
Community Service Volunteering
Projects
Timeline
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Cali Bond

Berkeley,CA

Summary

Passionate about blending cognitive science with data analytics to uncover unique insights and solve complex problems. Continuously looking to expand my knowledge and experiences in data science and cognitive science. I am open to opportunities that challenge me and allow me to contribute meaningfully while growing professionally.

Overview

3
3
years of professional experience

Work History

Intern

1Cademy UX Cognitive Psychology
05.2023 - Current
  • Conducted experimental sessions, coded qualitative data, and contributed to peer-review sessions
  • Engaged in the University of Michigan's research program and collaborated on diverse research projects

Academic Intern

Computer Science 10
01.2023 - Current
  • Provide academic support and coach students through the fundamentals of computer science

Assistant Social Media Manager & Barista

San Francisco Coffee Roasting Company
05.2021 - Current
  • Designed and approved multi- social media posts and content
  • Tracked social media metrics and to determine audience growth rates and reach
  • Prepared excellent coffee, espresso drinks, blended coffees and teas

Education

Data Science & Cognitive Science

University of California, Berkeley
Berkeley, California
05.2025

Holy Spirit Preparatory School
01.2021

Skills

Programming Languages Intermediate Experience: Python & R Advanced Experience: SQL & Snap!

Data Techniques Intermediate Experience: Pandas, sk-learn, matplotlib, seaborn, EDA, PCA

Machine Learning Intermediate Experience: Regression, Classification, Clustering, Neural Networks

Organization Microsoft Excel & Google Sheets

Communication

Qualitative Research

Report Writing

Teamwork & Collaboration

Extracurriculars

  • Cognitive Science Student Association: 2021 - Current, External Member, Attend weekly meetings, Attend guest speaker's presentations, Build connections with alumni
  • Berkeley Scientific Journal : Current; Conduct expert interviews with professionals in various fields, enriching content cutting-edge research
  • Intramural Volleyball: 2021-2023, Outside, Attend weekly practices, Compete against other intramural volleyball teams every other weekend


Languages

Chinese (Mandarin)
Limited Working

Community Service Volunteering

  • XLAB Experimental Social Science Laboratory , Current, Engaged in pioneering behavioral and social decision making research as a participant, Developed a deeper understanding of human behavior in an evolving global context
  • St. Anthony's Catholic School Expanded Learning Program , Fall 2023, Experienced in K-8 educational support, specializing in STEM tutoring fostering a positive environment and sense of community


Projects

Language Learning Model: Designed an Elman-based recurrent neural network for next-letter prediction, improving accuracy with Bayesian analysis 

Perceptron Training: Created a binary classifier using the Perceptron algorithm, featuring a robust training system and exploring its limitations in non-linearly separable problem classification 

Email Classifier: Developed an sk-learn-based email classifier, enhancing accuracy through advanced feature engineering and regression model optimization 

Housing Price Predictor: Created a Bay Area housing price predictor by aggregating datasets into a comprehensive dataframe, using RMSE-based predictive modeling and feature engineering for estimation of property values 

Multi-Layer Neural Network: Trained multi-layer neural networks using both supervised and unsupervised learning techniques, designed and tested various frameworks for complex data analysis

Timeline

Intern

1Cademy UX Cognitive Psychology
05.2023 - Current

Academic Intern

Computer Science 10
01.2023 - Current

Assistant Social Media Manager & Barista

San Francisco Coffee Roasting Company
05.2021 - Current

Data Science & Cognitive Science

University of California, Berkeley

Holy Spirit Preparatory School
Cali Bond