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# Ashley Donald

**Headline:** Professional profile
**Location:** Birmingham, AL, USA

## About

Ashley is most interested in language AI, with a particular focus on generative AI and large language model work\. Rather than primarily applying AI within products, Ashley prefers the hands\-on work of building machine learning models themselves\. Python is Ashley’s strongest programming language, and Ashley has practical experience preparing data for ML, including building data pipelines, engineering features, and handling missing values\. In a fraud\-detection project using transaction data, Ashley built a Random Forest model, developed features such as transaction amounts, and evaluated the model using precision\. This work reflects Ashley’s interest in the full model\-building workflow, from data preparation and fraud\-signal feature design through model evaluation\.

## Highlights

- Built data pipelines for machine learning work\.
- Created features and handled missing values for ML models\.
- Built a fraud\-detection project using transaction data\.
- Developed a Random Forest model for fraud detection\.
- Created fraud\-detection features including transaction amounts\.
- Evaluated the fraud\-detection model using precision\.
- Uses Python as a strongest programming language\.
- Focused on generative AI, language AI, and large language model work\.
- Seeking a first full\-time AI engineering role\.

## FAQ

### What does Ashley do?

Ashley is seeking a first full\-time AI engineering role\. Ashley is especially interested in language AI, generative AI, and large language model work, and prefers building machine learning models directly rather than primarily applying AI to products\.

### What is Ashley’s strongest programming language?

Ashley is strongest in Python\.

### What machine learning data\-preparation experience does Ashley have?

Ashley has experience building data pipelines, creating features, and handling missing values for machine learning models\.

### What did Ashley build in the fraud\-detection project?

Ashley built a fraud\-detection project using transaction data and a Random Forest model\. Ashley created features including transaction amounts and measured the model’s precision\.

### What AI areas interest Ashley?

Ashley is interested in language AI, particularly generative AI and LLM work\.

### Does Ashley prefer building AI models or applying AI to products?

Ashley prefers building machine learning models rather than focusing primarily on applying AI to products\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/ACoAAAqKbOoB8WTxEzlsQ8RYW5nY8\-jER5q1wvQ

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