About Me

Hi I am Mengyue Huang,
Lunas here, go explore nature and RECYCLE!

u BETTER not buy anything u don’t actually need u consumerism slave

Programming Skills

Python

Expert

SQL

Expert

HTML5

Beginner

Java

Beginner

Other Skills

Chinese

Native

English

Fluent

French

Duolingo help me

University of Pennsylvania, MSE in Data Science

Aug 2024 — May 2026

Its a crazy city man here in the east coast, 3.80/4.0

Undergraduate Research Assistant, Mobility and Fall Prevention Research Laboratory (MFPRL)

Aug 2023 — present

Built and tuned energy-regulation models to analysis accelerometer sensor data from healthy elderly adults. Created interactive plot on 3-axis accelerometer sensor data with ipywidgets. Conducted literature reviews on noise reduction of motion data.

Short-term Load Forecasting Method and System Based on ST Transformers (Remote)

Apr 2023 — Aug 2023

Conducted dataset pre-processing with label encoding and unit conversion. Undertook dataset exploration on Outliers and hidden correlations between Columns. Built LSTM Model on time series data with PyTorch to predict peak load of power plant.

Algorithm Intern, Feisuan Software Technology Shenzhen, China

June 2023 — July 2023

Developed classification model with XG-Boost and Bayes Optimization on payment difficulties. Evaluated model performance with performance metrices ROC&AUC, precision, and recall.

Undergraduate Research Assistant, Center for Health Informatics Mobilizing Experts in Illinois

Sep 2022 — Feb 2023

Explored Dataset with Matplotlib histograms for NaN values. Built visualizations on Matplotlib on ICD-10 mortality dataset for trends with gender, nationality, age, and year. Formulated final reports on mortality tendencies observed.

Undergraduate Course Assistant, Stat 207 Data Science Exploration

Feb 2023 — present

Weekly Office Hours - Answer students' questions regarding course content Collect concerns and feedback on students' academic performances Deliver Lab Materials - Keep track of students' performance on homework and exams Search for common confusions from course contents

Vice President, Data Science Club

Sep 2022 — June 2023

Assisted in tutorial sessions with over 50 members at each weekly meeting, topics covering Matplotlib, Imbalanced Learning, Feature Engineering, Machine Learning. https://github.com/mengyuehuang/python-project-Showcase/blob/main/ML.ipynb