Data Analyst

Data Analytics Seattle, Washington, United States

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Summary

Skills: Python, SQL, R, Java, Git/GitHub, Linux/Unix, Bash
Relevant Coursework: Database Systems, Multimedia Data Processing, Intro to AI, Data Structures and Algorithms

WORK EXPERIENCE
Technical Lead Instructor || iCode - Lynnwood, WA || September 2022 - August 2023
- Created STEM curriculum involving Python, Java, and Web Development for kids aged 5-11
- Taught weekly classes about coding fundamentals, variables, control structures, and functions
- Trained new teammates on curriculum tools and software to increase on-boarding efficiency
Computer Science Grader || UW Bothell, WA || January 2022 June 2022
- Designed grading rubrics to assess programs from multiple classes of Python and Java students
- Automated grading with custom test scripts that ran student code and scanned output for incorrect answers
- Provided personal comments to each student, improving their scores on future assignments
Orientation Leader || UW First Year Programs Seattle, WA || June 2020 - September 2020
- Facilitated engagement, discussion, and activities with groups of 20-25 students across 45 different orientation sessions
- Adapted curriculum after each session, using student feedback to continuously improve
- Collaborated with UW Academic Advisors to help hundreds of students register for classes

TECHNICAL PROJECTS
Automatic Summary Generator for Academic Papers || April 2022 June 2022
- Developed a high-precision (>70%) Python based text summarizer for academic papers using Natural Language Processing (NLP) techniques in a Linux environment
- Designed and built an interactive web application using Flask, HTML, and CSS
- Implemented a ranking algorithm based on TextRank using NLTK, scikit-learn, and NumPy
- Conducted unit tests with Jupyter Notebooks to increase the prototypes response times
Content-Based Image Retrieval Tool || January 2022 February 2022
- Developed a Python based image search and retrieval tool using various image processing algorithms and techniques in a Linux environment
- Boosted the precision rate to 70% after 3 iterations with a simple relevance feedback system using Pandas and NumPy
- Built an interactive web application to search and view images using Streamlit
Factors That Affect Graduation Rate at Universities in Washington State || February 2020 - March 2020
- Analyzed the relationship between competitiveness, financial aid, and graduation rate at various institutions in Washington State using Python
- Cleaned, organized, and processed multiple CSV datasets into one cohesive format to analyze using Pandas
- Visualized and plotted results using Matplotlib, Seaborn, and Numpy to study the correlations between variables