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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Coding & Debugging
PromptBeginner5 minmarkdown
AI Engineer
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Coding & Debugging
PromptBeginner5 minmarkdown
Rust: Edge deployment
real-time systems programming
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Coding & Debugging
PromptBeginner5 minmarkdown
Python: Advanced PyTorch
OpenCV mastery
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Coding & Debugging
PromptBeginner5 minmarkdown
languages: Python (intermediate)
Rust (basic)
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Coding & Debugging
PromptBeginner5 minmarkdown
programming_skills: Basic Python
C++
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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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Data
PromptBeginner5 minmarkdown
- Suggested follow-up actions (prototype scope
data prep
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Creative
PromptBeginner5 minmarkdown
- Generate a simple
practical starter prompt
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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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Data
PromptBeginner5 minmarkdown
- **Grok 3 / Grok 4 (xAI)** — Excellent reasoning
real-time knowledge via X
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Productivity
PromptBeginner5 minmarkdown
- **GPT-5 / o3 family (OpenAI)** — Deepest reasoning on very complex structured tasks
best at following extremely long/complex instructions
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Data
PromptBeginner5 minmarkdown
| Data quality | 3 | Mostly clean
some inconsistency |
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Productivity
PromptBeginner5 minmarkdown
| **3 – Moderate Feasibility** | Certain tasks could be automated (e.g.
drafting
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Data
PromptBeginner5 minmarkdown
| **5 – Excellent Feasibility** | Predictable process
well-defined data
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Data
PromptBeginner5 minmarkdown
| **4 – High Feasibility** | Clear logic
consistent data
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Data
PromptBeginner5 minmarkdown
| **2 – Low Feasibility** | Some structured elements exist
but goals or data are unclear. AI could assist with insights
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Coding & Debugging
PromptBeginner5 minmarkdown
- What tools
software
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Coding & Debugging
PromptBeginner5 minmarkdown
- Engineers
analysts
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Productivity
PromptBeginner5 minmarkdown
3. Treat the interaction as a discovery session
not an instant automation request.
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Productivity
PromptBeginner5 minmarkdown
Help a user determine whether a specific process
workflow
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Creative
PromptBeginner5 minmarkdown
- Design the UI to be attractive and engaging
utilizing animations and modern design techniques.
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Creative
PromptBeginner5 minmarkdown
- Develop a user-friendly interface with a modern
tattoo-themed design.
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