Summary
Overview
Work History
Education
Skills
Extracurricular Activities
Project Experiences
Languages
Timeline
Generic

Chenghao Liu

Ithaca,NY

Summary

Master of Engineering student in Systems Engineering at Cornell University with expertise in sociology and data analysis. Proven experience in leading cross-disciplinary projects and volunteer initiatives, complemented by an internship at ByteDance focusing on coordination and reporting. Strong interest in finance and emerging technologies, including Web3 and blockchain, with a commitment to understanding their impact on investment strategies. Analytical skills and collaborative mindset drive contributions to investment discussions and research initiatives.

Overview

1
1
year of professional experience

Work History

Data Analysis Intern

ByteDance
07.2024 - 08.2024
  • Mastered complex data processing methods based on Python, including reading, cleaning, and transforming data from multiple sources, as well as cross-platform data flow.
  • Developed a search engine prototype using Python and Scikit-learn that focused on optimizing the relevance ranking of search results.
  • Participated in the text classification project, completed the text conversion by using the feature extraction (TF-IDF) technology, and completed the task of identifying fake news by machine learning algorithm and model tuning, which significantly improved the accuracy and robustness of the classification algorithm.
  • Supported the operation data analysis project, conducted data collection and trend analysis based on the operation data of an education platform within two years, presented changes in key indicators such as user growth and engagement through Matplotlib, and then proposed data-driven development strategies.

Volunteer

07.2023 - 08.2023
  • Supported diversified activity design, material procurement, venue layout, early docking, etc., and effectively mastered the skills of interacting with the seniors and sorted out their basic health conditions in advance.
  • Undertook the on-site hosting work, encouraged the elderly to actively participate in activities and express their views and questions in the exchange meeting, and helped them adapt to daily life through patient listening and answers.
  • Completed the collection and analysis of feedback information, which provided a basis for continuously optimizing subsequent activities.

Education

Systems Engineering

Cornell University
Ithaca, NY
05-2026

University of British Columbia - Sociology

University of British Columbia
06.2025

Skills

  • Python
  • Java
  • Cursor
  • Workflow construction
  • Microsoft Office (Word, Excel, PowerPoint)
  • Data analysis
  • Project management
  • Effective communication

Extracurricular Activities

Nursing home care activities, 07/23, 08/23, Volunteer, Supported diversified activity design, material procurement, venue layout, early docking, etc., and effectively mastered the skills of interacting with the seniors and sorted out their basic health conditions in advance., Undertook the on-site hosting work, encouraged the elderly to actively participate in activities and express their views and questions in the exchange meeting, and helped them adapt to daily life through patient listening and answers., Completed the collection and analysis of feedback information, which provided a basis for continuously optimizing subsequent activities.

Project Experiences

  • Dataset analysis, 07/24, 10/24, Constructed a custom data set, extracted the salary, degree requirements, years of working, and skill requirements of data analysis positions from the public data of the recruitment website, and completed the data pre-processing work., Analyzed the impact of master's degree requirements and work experience on salary using statistical methods such as the Z test and T-test, and used a linear regression model to accurately estimate the annual increase of work experience on yearly salary., Tested the robustness of the model through residual analysis and other methods, explained the analysis results, and demonstrated the correlation between variables through visual charts.
  • Asian cultural video production practice, 11/23, 12/23, Led the team to complete the script creation, coordinated the division of labor among members, organized collective discussion, and optimized the structure, role setting and plot development of the script., Undertook the video shooting, including scene layout, lighting design, background music selection and character image design., Finished the video clip and improved the overall coherence and visual effects by adjusting the camera switch, sound synchronization, and color correction.
  • System development simulation practice, 11/21, 12/21, Developed a simple bank simulation system based on Java and Eclipse IDE, which supports account creation, deposit and withdrawal, query balance and other functions., Undertook UI development, sorted out major user requirements, and designed buttons, text boxes and labels for user input and feedback display according to major business scenarios.

Languages

English
Professional
Chinese (Mandarin)
Native/ Bilingual

Timeline

Data Analysis Intern

ByteDance
07.2024 - 08.2024

Volunteer

07.2023 - 08.2023

Systems Engineering

Cornell University

University of British Columbia - Sociology

University of British Columbia
Chenghao Liu
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