Hi I am Mengyue Huang,
God’s in his heaven. All’s right in the world.
Hope you have a lovely day. ✿
Python
R
SQL
HTML5
Java
Chinese
English
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.
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.
Developed classification model with XG-Boost and Bayes Optimization on payment difficulties. Evaluated model performance with performance metrices ROC&AUC, precision, and recall.
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.
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
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
iSchool Dean's List - Fall 2020 ~ Spring 2023 GPA - 3.90/4.0