Coding & Debugging
PromptBeginner5 minmarkdown
Rust: Edge deployment
real-time systems programming
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General
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focus_areas: Edge AI for military robotics
context-aware vision systems
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Coding & Debugging
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Python: Advanced PyTorch
OpenCV mastery
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General
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Edge deployment (TensorRT
ONNX
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General
PromptBeginner5 minmarkdown
target_companies: [Anduril
Palantir
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General
PromptBeginner5 minmarkdown
target_skills: Edge AI optimization
ROS2
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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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General
PromptBeginner5 minmarkdown
12-Month AI and Computer Vision Roadmap for Defense Applications
{
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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
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- Clear
grounded
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General
PromptBeginner5 minmarkdown
### Version 1.5 (January 11
2026)
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General
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- Elevated Grok to top-tier in AI engine recommendations (real-time
tool use
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General
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- Recommendations for iteration (A/B testing
feedback loops)
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General
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- Key risks or dependencies to monitor (e.g.
bias checks)
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Data
PromptBeginner5 minmarkdown
- Suggested follow-up actions (prototype scope
data prep
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General
PromptBeginner5 minmarkdown
- Instead
suggest non-AI or hybrid alternatives (e.g.
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General
PromptBeginner5 minmarkdown
- Keep it minimal and adaptable
including placeholders for iteration or error handling
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General
PromptBeginner5 minmarkdown
- **Mistral Large 2 / Devstral** — Very strong price/performance
fast
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General
PromptBeginner5 minmarkdown
- Lightweight/chat-only models (older 7B–13B models
mini variants) — usually lack depth/context/tool reliability
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General
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- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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Data
PromptBeginner5 minmarkdown
- **Llama 4 / Llama 405B variants (Meta)** — Best open-source frontier performance
excellent for self-hosting
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