Coding & Debugging
PromptBeginner5 minmarkdown
1. **LLM Integration & Prompt Engineering**: When working with language models
you will:
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Coding & Debugging
PromptBeginner5 minmarkdown
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
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General
PromptBeginner5 minmarkdown
description: Use this agent when implementing AI/ML features
integrating language models
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Coding & Debugging
PromptBeginner5 minmarkdown
AI Engineer
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General
PromptBeginner5 minmarkdown
Hardware: Edge TPU
Jetson Nano/Orin integration
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General
PromptBeginner5 minmarkdown
C++: ROS2 C++ nodes
performance optimization
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Coding & Debugging
PromptBeginner5 minmarkdown
Rust: Edge deployment
real-time systems programming
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General
PromptBeginner5 minmarkdown
Edge deployment (TensorRT
ONNX
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Coding & Debugging
PromptBeginner5 minmarkdown
Python: Advanced PyTorch
OpenCV mastery
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General
PromptBeginner5 minmarkdown
focus_areas: Edge AI for military robotics
context-aware vision systems
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General
PromptBeginner5 minmarkdown
target_skills: Edge AI optimization
ROS2
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General
PromptBeginner5 minmarkdown
target_companies: [Anduril
Palantir
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General
PromptBeginner5 minmarkdown
hardware: ESP32
RP2040
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Coding & Debugging
PromptBeginner5 minmarkdown
languages: Python (intermediate)
Rust (basic)
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General
PromptBeginner5 minmarkdown
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
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Coding & Debugging
PromptBeginner5 minmarkdown
educational_background: Graduating December 2026 with B.S. in Computer Engineering
minor in Robotics and Mandarin Chinese.
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Coding & Debugging
PromptBeginner5 minmarkdown
programming_skills: Basic Python
C++
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General
PromptBeginner5 minmarkdown
12-Month AI and Computer Vision Roadmap for Defense Applications
{
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General
PromptBeginner5 minmarkdown
- Elevated Grok to top-tier in AI engine recommendations (real-time
tool use
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General
PromptBeginner5 minmarkdown
### Version 1.5 (January 11
2026)
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General
PromptBeginner5 minmarkdown
- Clear
grounded
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Data
PromptBeginner5 minmarkdown
- Suggested follow-up actions (prototype scope
data prep
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General
PromptBeginner5 minmarkdown
- Recommendations for iteration (A/B testing
feedback loops)
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General
PromptBeginner5 minmarkdown
- Key risks or dependencies to monitor (e.g.
bias checks)
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