Summary
Overview
Work History
Education
Skills
Projects
Websites
Timeline
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Xavier Huang

Seattle,WA

Summary

University of Washington graduate with a proven track record of driving data-driven decision-making and operational excellence across diverse industries. Proficient in leveraging advanced analytics and modeling techniques to extract insights, identify trends, and optimize processes. Skilled in collaborating cross-functionally to align objectives, streamline workflows, and deliver actionable recommendations.

Overview

1
1
year of professional experience

Work History

Business Intelligence Analyst

360 Social Ventures
Seattle, WA
07.2023 - Current
  • Leveraged advanced data analytics techniques to steer project conceptualization, execution, and operational optimization within diverse social enterprises
  • Orchestrated harmonious collaboration with cross-functional teams, including Finance and Marketing units, to synchronize project objectives and ensure seamless delivery of outcomes
  • Spearheaded the conception and deployment of a search and rescue initiative on RealWear devices, employing acute problem-solving aptitude and analytical acumen to refine user interface and enrich overall functionality

Lead Data Analyst

NWF Strategies
Remote
10.2022 - 08.2023
  • Led a proficient team employing Python, R Studio, and Tableau for comprehensive data analysis of extensive datasets, uncovering insightful correlations within voting behaviors
  • Pioneered the creation of an ethnicity prediction tool grounded in Bayesian inference, random forest, and ensemble techniques. Innovatively programmed an ensemble algorithm utilizing stacking methodologies, resulting in an impressive 15% - 20% enhancement in prediction accuracy
  • Executed rigorous data cleansing and analysis procedures, unearthing intrinsic correlations and prospective trends for informed decision-making
  • Effectively communicated analytical findings to clients through visually engaging mediums such as heat maps, bar charts, and histograms, facilitating strategic counsel on investment opportunities and campaign tactics

Education

Bachelor of Science - Economics

University of Washington
Seattle
06.2024

Skills

  • Python (NumPy, pandas, Matplotlib, scikit-learn)
  • R (dplyr, ggplot2)
  • Machine Learning Algorithms (Decision Trees, Random Forests)
  • Data Visualization (Tableau, Power BI)
  • SQL
  • AWS
  • Azure (Azure SQL, Azure Machine Learning)
  • Java
  • HTML/CSS/JavaScript
  • Docker
  • Heroku
  • Git Version Control
  • Data Cleaning
  • Time Series Analysis
  • Advanced Excel Functions
  • Jupyter Notebooks
  • API Integration
  • Project Management
  • Technical Analysis
  • Python Programming

Projects

  • Real-Time Age Estimation System, Developed a real-time age estimation system using Convolutional Neural Networks and OpenCV. Enhanced the accuracy of an existing CNN model by strategically adding two layers, improving the prediction accuracy to 60%-65%.
  • Capitalize Financial - Financial Engineering, Spearheaded the development and implementation of advanced financial analytics tools using machine learning models like decision trees and random forests. Produced executive dashboards showcasing key financial metrics, enabling data-driven decision-making across functional teams.
  • Hypothetical Analysis of Vanguard ETFs, Conducted quantitative analysis on five Vanguard ETFs, using statistical models to assess risk, returns, and market correlations. Developed algorithms for optimized portfolio allocation. Utilized data pipelines to aggregate historical data, applied time series analysis to assess market influence and trends.

Timeline

Business Intelligence Analyst

360 Social Ventures
07.2023 - Current

Lead Data Analyst

NWF Strategies
10.2022 - 08.2023

Bachelor of Science - Economics

University of Washington

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Xavier Huang