I'm Vicky, and I am originally from the Bay Area. I am a third-year studying Computer Science and Data Science with an emphasis in Applied Mathematics. In my free time, I like to cook, bake, try new restaurants, and spend time with friends and family.

Relevant Coursework: Abstract Linear Algebra, Principles and Techniques of Data Science, Data Structures, Machine Structures, Operating Systems and System Programming, Efficient Algorithms and Intractable Problems

University of California, Berkeley

*   Conduct office hours and online discussions for a class of 1000+ undergrad and graduate students
*   Support 20+ students during biweekly sections by reviewing lecture material, walking through worksheet problems, clarifying solutions, and facilitating discussion among peers 
*   Answer questions on the online forum regarding assignments, course logistics, and lecture topics

Undergraduate Course Staff 1

*   Developed visualizations and statistical analyses using Matplotlib, Seaborn, and Pandas to present compelling evidence supporting increased funding and advocacy for environmental initiatives.
*   Conducted in-depth data analysis with the Pandas library between environmental initiatives and school-specific factors, including funding amounts, student demographics, etc
*   Created interactive geomaps to display statistics, such as initiative scores and correlation between variables, allowing for comparisons of county- and school district-level performance
*   Produced final report summarizing all findings, including actionable insights for future initiatives

Data Science Research Assistant

*   Implemented a document search tool leveraging NLP models (BERT, Chroma, Annoy, and FAISS) and indexing techniques, to search and retrieve documents based on user queries
*   Integrated search capabilities through weighted embeddings and filtering by title or content
*   Incorporated feature to enable dynamic document uploads, parsing, processing, and embedding 
*   Developed and debugged test cases and identified opportunities to streamline the code

Engineering Intern

*   Analyzed year-over-year changes between different centers analyzing trends in reports 
*   Tracked patterns across 300+ Progress Reports to develop algorithms and models aimed at categorizing qualitative data and optimizing the review process for individual reports.
*   Implemented natural language processing (NLP) techniques such as sentiment analysis and text summarization tools to analyze the text and calculate correlations between data

Vicky Huang

English

Chinese

Native or bilingual proficiency

Testing

Programming

Javascript

HTML

GitHub

Python

Java

Networking

Ruby on Rails

Troubleshooting

Debugging

Scripting

Documenting

Coding

Designing

Rust

NumPy

Pandas

Consulting Skills

SQL coding

Matplotlib

Time Management Skills

seaborn

Migration Tools and Web Services

Analyzing

Collaborating

Optimizing

Automating

Innovating

Deploying

Communication

Conflict Resolution

Leadership

Negotiation

Problem Solving

Process Improvement

Time management

Driven and self-motivated

Interpersonal Skills

self-motivation

Teamwork

Communication Skills

Adaptability

Problem Solving Skills

Flexibility/Adaptability

Detail Oriented and Organized

Multi tasker

Vicky Huang

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