YULINHEEE/TaxGenie-AI-Tax-Assistant-for-International-Students
TaxGenie is an AI-powered assistant designed to help international students navigate Australian tax filing.
I am a Data Scientist & AI Engineer passionate about using machine learning and intelligent automation to make data-driven decisions.
TaxGenie is an AI-powered assistant designed to help international students navigate Australian tax filing.
Developed binary and multiclass CNN models using histology images from 99 patients.
An industry AI project to build the backend in n8n for an AI Sales Co-Pilot. Designed and implemented a multi-agent workflow capable of routing queries across SQL, Salesforce, RAG retrieval.
Config files for my GitHub profile.
The goal of this project is to forecast daily solar energy output and evaluate the dynamics of its return volatility for the upcoming 15 days.
This project focuses on predicting delivery delay risk based on historical order and logistics data. Using feature engineering and machine learning, I developed models to identify high-risk shipments before they occur.
Time series forecasting project using monthly Bitcoin index data. The analysis includes log transformation, stationarity testing, ARIMA model selection, residual diagnostics, and 12-month ahead forecasting. Forecast results are visualized in both log scale and original USD values with confidence intervals.
This project demonstrates how to build a relational database from a real-world dataset and use SQL queries to extract meaningful insights from it.
Starter code to solve real-world text data problems related to job advertisements. Includes: Word2Vec, phrase embeddings, Text Classification with Logistic Regression, simple text preprocessing, pre-trained embeddings and more.
:book: 现代统计图形(人民邮电出版社出版) Modern Statistical Graphics