Hello, I'm Annie

As a recent graduate from UT Dallas with a Master's in IT and Management, I blend a strong business acumen with deep technical expertise. With over 3 years of hands-on experience, I specialize in designing and implementing end-to-end machine learning workflows, from ETL pipelines to model deployment. I am particularly skilled in statistical analysis and A/B testing to drive strategic decisions and deliver measurable business impact.

View My Work

My Skills

Python (Pandas, NumPy)
SQL (MySQL, Postgres)
Machine Learning
A/B Testing
Data Visualization (Tableau)
Cloud (AWS)
ETL & Data Pipelines
LLM Orchestration
Docker & CI/CD
Git

Projects

Portfolio AI Assistant

An intelligent chatbot integrated into this website, built with a custom AI stack. It uses Flowise for visual workflow orchestration, OpenAI for language understanding, and is deployed on a scalable cloud architecture. The entire system is secured with a proxy layer to protect API keys.

Credit Card User Credit Prediction

Built, trained, and tuned supervised classification models to predict user credit ratings using a Kaggle dataset of 100k records. The project involved data preprocessing, EDA, and training multiple algorithms, with Random Forest selected as the best performer with 0.81 accuracy.

Chat With My AI Assistant (Building in Progress)

I built this chatbot from scratch to answer questions about my skills and experience. Ask it anything! (e.g., "What databases do you know?" or "Tell me about your AI assistant project.")

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