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# Aaron Dennis

**Headline:** Founder, Principal Engineer & Researcher
**Profession:** Founder, Principal Engineer & Researcher
**Location:** Jacksonville, FL, USA

## About

Aaron Dennis is an AI builder focused on creating complex systems end to end and shipping complete products. Aaron has worked with Gemini Pro and has transitioned to open-source AI models. His work includes AI Detective, an open-source project for cold cases that combines advanced AI reasoning with a custom verification system. Aaron developed an omnidirectional reasoning approach to identify missing connections and uses confidence scores to validate AI-generated case links. He has also addressed scaling challenges through hands-on verification. Aaron’s strengths are designing complete systems, turning reasoning concepts into working products, and independently delivering results. He works best with high autonomy and is confident in taking ownership when trusted to execute.

## Highlights

- Built AI Detective, an open-source AI project for cold cases.
- Created AI Detective with advanced AI reasoning capabilities and a custom verification system.
- Developed an omnidirectional reasoning approach to find missing connections.
- Used confidence scores to validate AI-generated case links.
- Addressed scaling challenges through hands-on verification.
- Worked with Gemini Pro before transitioning to open-source AI models.
- Builds complex systems end to end and focuses on shipping complete products.
- Works effectively with high autonomy and independence.

## FAQ

### What does Aaron do?

Aaron Dennis builds complex AI systems end to end and focuses on shipping complete products. He has worked with Gemini Pro, transitioned to open-source AI models, and built the open-source AI Detective project.

### What are Aaron’s core strengths?

Aaron is strongest at building complete systems, developing AI reasoning approaches, implementing verification mechanisms, and carrying products through to delivery.

### What is Aaron’s AI Detective project?

AI Detective is Aaron’s open-source project for cold cases. It uses advanced AI reasoning and a custom verification system.

### What reasoning approach did Aaron develop?

Aaron developed an omnidirectional reasoning approach for AI Detective to find missing connections in case information.

### How does Aaron validate AI case links?

Aaron uses confidence scores to validate AI-generated links between case information in AI Detective.

### How did Aaron approach scaling challenges?

Aaron addressed scaling challenges through hands-on verification while building AI Detective.

### What AI models has Aaron worked with?

Aaron has worked with Gemini Pro and later transitioned to open-source AI models.

### What work environment helps Aaron do his best work?

Aaron works best with high autonomy and independence. He is confident in delivering results when trusted to take ownership.

## Links

- LinkedIn: https://www.linkedin.com/in/aaron-dennis-vexa

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