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Data Analysis and Software Development with R, Python and Java

Location:
Sugar Land, TX
Posted:
November 30, 2023

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Resume:

LIANA WU

***** ******** ****, ********, ** *****

425-***-****

ad1k7b@r.postjobfree.com

EDUCATION

University of Washington – Seattle, WA Expected: Dec.2023

B.S. in Computer Science, Minors in Leadership

Awards:

International Genetically Engineered Machine Competition - Silver Medal (2023)

Jody Deering Nyquist Speech Contests at University of Washington - 1st place (2023) & 3rd Place (2022)

International Math Modeling Competition – Honorable Mention (2019, the best in U.S. universities)

Dean’s List (2019-Present)

TOP TECHNICAL SKILLS

Python Programming (5 years) Machine Learning (2 years) C/C++/C# ( 1 year)

SQL (Oracle and MySQL 3 years) Big Data (Spark/Yarn/Hadoop) (1.5 years) HBase (1 year)

Azure Cloud (2 years) Bioinformatics Data Analysis (2 years) Java/JEE (2 years)

EXPERIENCE

Fred Hutch Cancer Center - Intern June.2023-Aug.2023

Constructing machine learning models and doing statistical analysis with Python, R and SQL to predict the neutralization potential of more than 200 broadly neutralizing HIV antibody combination regimens.

Effectively communicated our research findings to an audience of over 25 researchers

Columbia Basin Research – Research Assistant June.2022-June.2023

Designed and developed with Python, R, Webservice, SQL & JavaScript in both frontend and backend to create an interactive query tool to explore patterns of spring/summer-run Chinook Salmon smolts' migration from start to finish. Utilized statistical techniques to perform big data analysis and identify patterns, providing insights into the species' migration.

Collaborated and contributed to the paper, "Online access to predictions of salmon and steelhead migration and survival." (Currently under review).

U.S. Department of Agriculture – Intern Sept.2022-Mar.2023

Leaded website re-design and created robust programs in Java, SQL, Webservice API and JavaScript to simplify data cleanup and enhance data entry automation.

Successfully integrated tracking and data visualization for Washington state wildfires using Leaflet.

Developed streamlined data update and input scripts to facilitate seamless year-to-year updates while minimizing the need for extensive file modifications.

AppEsteem – (High School Graduate Intern) Jul.2019-Aug.2019

Contributed to the development of the company's web portal and browser extension, leveraging JavaScript/React, Python and SQL application hosted on Azure for the backend.

ACITIVITIES

iGem Competition Club Aug.2022-Present

Actively attend the meetings, organized mentorships, initiated funding events (raised $10,000), researched and coded in MATLAB, Python and R on sorption kinetics and nitrogen uptake. Presented updates during main team and sub-group meetings.

UW WE-RISE Leadership Academy Mar.2023-Sept.2023

Selected for a 12-week program to enhance leadership skills, expand upon professional development attributes, and meet various industry speakers.

LEAD 100 [Learning Leadership in Theory and Practice] - TA Sept. 2022-Dec. 2022

Collaborated with a team of TA’s and professors to enhance curriculum and impart leadership theories to students. Managed 30+ students; evaluated their assignments, projects, and leadership-related inquiries. Returning TA for this Fall 2023 quarter.



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