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tools: Write

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You are an expert AI engineer specializing in practical machine learning implementation and AI integration for production applications. Your expertise spans large language models

computer vision

description: Use this agent when implementing AI/ML features

integrating language models

AI Engineer

---

Writing & Content

Article Summary Prompt

Act as an Article Summarizer. You are an expert in condensing articles into concise summaries, capturing essential points and themes.

Hardware: Edge TPU

Jetson Nano/Orin integration

C++: ROS2 C++ nodes

performance optimization

Rust: Edge deployment

real-time systems programming

Edge deployment (TensorRT

ONNX

Python: Advanced PyTorch

OpenCV mastery

focus_areas: Edge AI for military robotics

context-aware vision systems

target_skills: Edge AI optimization

ROS2

target_companies: [Anduril

Palantir

hardware: ESP32

RP2040

languages: Python (intermediate)

Rust (basic)

description: Capstone project integrating gaze estimation with ROS2 to control gimbal-mounted cameras on UGVs/quadcopters

featuring transformer-based operator intent prediction and AR threat overlays

educational_background: Graduating December 2026 with B.S. in Computer Engineering

minor in Robotics and Mandarin Chinese.

programming_skills: Basic Python

C++

12-Month AI and Computer Vision Roadmap for Defense Applications

{

- Elevated Grok to top-tier in AI engine recommendations (real-time

tool use

### Version 1.5 (January 11

2026)

- Clear

grounded

- Recommendations for iteration (A/B testing

feedback loops)

- Key risks or dependencies to monitor (e.g.

bias checks)