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Structured notes from AI engineering bootcamps, projects, and research — all in one place. Press / to search.

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Project · 01
LLM Engineering, RAG, & AI Agents
LLM RAG AI Agents Bootcamp Fine-tuning
1 section 3 notes 1,591 lines
Sec-1 · Welcome to BootCamp 3 notes
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Note 01 · Sec 1
LLM & Agentic AI Engineer — Bootcamp Notes

14-day roadmap across closed-source LLM APIs, open-source models & fine-tuning, and agentic AI frameworks. Your launchpad into AI engineering.

Running Local LLM LM Studio 14-Day Roadmap Active Recall
641 lines · most detailed
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Note 02 · Sec 1
Project 1 — Character AI Chatbot | Full Notes

Build a character AI chatbot: first API call, response anatomy deep-dive, and persona engineering techniques to give your bot a unique personality.

Setup & First Call Response Anatomy Persona Engineering
425 lines · concise
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Note 03 · Sec 1
Project 2 — AI Calorie Tracker | Vision API & Prompt Engineering

Build an AI calorie tracker using the Vision API. Master prompt engineering patterns and image-to-nutrition analysis with active recall exercises.

Vision API Prompt Engineering Task Walkthrough Active Recall
525 lines · thorough
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