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aspael/README.md

Monokumas dancing in a red city

George Lucas — Ultimate AI Developer

Typing SVG


✦ DEVELOPER Profile — ULTIMATE PROGRAMMER

Makoto Naegi
Name George Lucas
Ultimate Talent 超高校級の AI Developer
Class Systems Analysis & Development
Likes Well-crafted prompts, grounded answers, quiet nights
Dislikes Hallucinations, unevaluated models, context overflow
Despair Rank ★★★★★

Hi! I'm George, graduated in Systems Analysis and Development. My journey in tech is driven by technical curiosity and the desire to build software that can think alongside people. Right now, my main focus is AI Development and the LLM ecosystem, where reasoning, context, and reliability are essential.

I've been working on LLM-powered applications, AI agents, RAG pipelines, and prompt and context engineering that turn raw models into useful, trustworthy tools. I believe a great AI product is not just a clever model, but solid engineering around it: good data, clear evaluation, and careful integration.

My experience ranges from integrating LLM APIs and building retrieval with vector databases to orchestrating agents and serving models behind scalable services, always with a focus on best practices, clean code, and evaluations before confidence.

Like an owl, I do my best work in the quiet of the night. 🦉

const george = {
  ultimateTalent: "AI Developer",
  focus: ["LLM applications", "AI agents", "RAG", "prompt & context engineering"],
  weapon: "truth bullets (a.k.a. evals, traces and benchmarks)",
  motto: "Hope is a model that knows when it doesn't know.",
  activeHours: "when Monokuma's night-time announcement plays",
};


☾ Nonstop Debate

Nonstop Debate: 'The model never hallucinates!' shot down with a Truth Bullet — BREAK!!

Hajime pointing — objection

"No, that's wrong!"

Code is never finished, it only gets better. What you see here is built with practice, curiosity, and persistence.



✧ Truth Bullets

Evidence collected during the investigation. Loaded and ready to fire.

AI & LLMs


Serving & Tooling



✦ My Projects

Case files from the investigation. Click a Truth Bullet to open the repository.

Bookmarkk RPA Portal Transparência
Between Them Data Validation API
Web Doctor Phishing Detector
NEAR ML ETL Nota Fiscal Automation
Repo Testers ENEM Bahia Analysis
GrammatikLint SOLID
All repositories


✦ Class Trial Results

The Monokuma File has been updated.

Monokuma on his throne Junko Enoshima holding Monokuma
The mastermind is always watching your commits.

Moe Counter



Contribution graph being eaten


♡ Hope vs. Despair

✦ HOPE ✦ DESPAIR
Nagito Komaeda — hope Junko Enoshima — despair
Makoto Naegi shocked
Me reading the model's output in production...
Despair glitch
...and finding a confident hallucination.

"Hope is a model grounded in good context. Despair is a confident hallucination in production."



✧ Connect With Me


Chiaki Nanami smiling
Thanks for visiting... let's play again sometime, okay?

footer wave

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