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TSSR graduate · May 2026Nepsod · Bel Air School

Théo CHARLET (RDTvlokip)

AI Researcher · Technicien TSSR · NLP Specialist

Specialized in fundamental NLP research and system administration. Creator of AG-BPE, LISP-7, and RDTvlokip Search.

About

I am a researcher passionate about NLP and AI, specializing in tokenization and from-scratch training. Developer of RDTvlokip Search, a search engine focused on privacy and transparency. TSSR graduate, I combine system infrastructure expertise with cutting-edge academic research.

My Superpower (Hover to Decode)

"I am dyslexic. And that's my superpower. It allows me to approach complex problems with a unique and creative perspective."

Education

TSSR — Nepsod, Bel Air School (June 2025 – May 2026)

Location

Lyon, France

RDTvlokip

Researcher & SysAdmin

Projects & Research

Major contributions in NLP, cryptography and artificial intelligence.

Wireframe chessboard in three-quarter view. A knight in the middle sends four red arcs to four squares, each topped by a green column of different height; the title reads "Rerank with 4 eyes".
Research · 2026

Does Outcome-Value Supervision Add Decision-Relevant Information to a Compact Chess Policy?

A compact chess network proposes four moves and its value head reranks them, without tree search.

Read the paper

Publications

AG-BPE v4: Enhanced Attention-Guided Byte-Pair Encoding with Weighted Layer Aggregation

Zenodo / Open Science20251K+ Downloads · 1K Views

The Pre-Training Pitfall: Why Contextual Guidance for BPE Must Be Trained Concurrently

Zenodo2025Preprint

LISP-7: Linguistic Irreversible Scrambling Protocol — Destructive Semantic Encoding (DSE)

Preprint2025Preprint

J'ai entraîné mon propre LLM français from scratch

Hugging Face Blog2026Série Cadence/Nomade/Focal — Article 1/4

Ce que j'ai appris en optimisant un LLM français

Hugging Face Blog2026Série Cadence/Nomade/Focal — Article 2/4

Apprendre à un LLM français de 15M à penser plus profondément

Hugging Face Blog2026Série Cadence/Nomade/Focal — Article 3/4

Le mur matériel derrière ma validation multi-seed

Hugging Face Blog2026Série Cadence/Nomade/Focal — Article 4/4

RDTRL — Un réseau peut-il apprendre à écrire en se basant uniquement sur les récompenses ?

Zenodo2026v0.5.0

Technical Expertise

Hover or tap a skill to see its level and the skills linked to it.

AI & NLP Research

Tokenization CustomExpert
Transformers ArchitectureAdvanced
Training From-ScratchIntermediate
Pytorch/TensorFlowIntermediate
Data EfficiencyAdvanced

Systems & Networks (TSSR)

Linux/Unix AdministrationAdvanced
DNS & DHCPIntermediate
VPS ManagementAdvanced
Infrastructure SecurityIntermediate
Bash ScriptingAdvanced

Development & Tools

PythonExpert
JavaScript/TypeScriptIntermediate
Git & CI/CDAdvanced
LaTeXIntermediate
DockerBeginner

My Stack

Technologies and tools I use daily.

Languages

PythonTypeScriptJavaScriptLaTeXBash

AI & Research

PyTorchTensorFlowTransformers (HF)NumPyBeautifulSoup4

Infrastructure

Linux / DebianDockerNginxGit & CI/CDVPS (OVH)

Development

ReactViteTailwind CSSVS CodeJupyter

Tools Roulette

Spin the cylinder to select a tool.
Drag & Drop to spin

VTT Editor Pro

Advanced WebVTT subtitle editor. Timeline visualization, auto-correction and multi-platform compatible export.

AG-BPE

Try AG-BPE directly.

Tournez pour sélectionner

RDTvlokip Search

The only search engine that shows you why each result appears, lets you control the ranking, and proves it doesn't spy on you.

Tournez pour sélectionner

RDTextract

HTML→Markdown extractor for LLM corpora. Zero artifacts, built-in quality scoring, one dependency. Score 99.3/100 on Tranco top-1,000 .fr.

Tournez pour sélectionner

WhisperWatch

Monitor your Discord bots and websites 24/7. Instant alerts, URL security verdicts, customizable embeds and full dashboard. Premium free for early adopters.

Tournez pour sélectionner
SELECTEUR MANUEL

GitHub Activity

298 contributions in the last 12 months

MoinsPlus
public repos
total stars
followers
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now.jsonlive

Currently

What I'm working on, what I recently finished.

What I'm building

RDTvlokip Search

Privacy & transparency search engine

In active development
  • From-scratch crawler, no Bing dependency
  • 24 ranking signals — Adaptive BM25 + PageRank
  • 5,021,846+ pages indexed solo, on Hetzner VPS + GTX 1080 Ti
View project

Recently

  • ✓TSSR Graduate — Nepsod, Bel Air School
  • ✓LISP-7 published on Zenodo
  • ✓AG-BPE — 1K+ downloads
rdtvlokip@vps ~ %
rdtvlokip@vps:~$ cat now.json
{
"builder": "RDTvlokip (Théo CHARLET)",
"focus": "RDTvlokip Search",
"type": "Privacy & transparency search engine",
"status": "In active development",
"crawler": "from-scratch, no Bing dependency",
"ranking_signals": 24,
"algo": "BM25 adaptatif + PageRank",
"indexed_pages": "5,021,846+",
"infra": "VPS Hetzner + GTX 1080 Ti",
"location": "Lyon / Remote",
"recent": [
"TSSR Graduate — Nepsod, Bel Air School",
"LISP-7 published on Zenodo",
"AG-BPE — 1K+ downloads"
]
,
"updated": "July 2026"
}
rdtvlokip@vps:~$

// Last updated: July 2026

Commit History

git log --graph --pretty=format:'%h - %s (%cr)' --abbrev-commit

e6f7a8bMay 2026
Diploma earned · Nepsod, Bel Air School
merge

Merge branch 'TSSR' — Diplôme obtenu

May 2026

Réussite de l'examen Technicien Supérieur Systèmes et Réseaux. Centre de formation Nepsod, site Bel Air School.

#TSSR#Diplôme#Education
f4e5d6cNov 2025
feat

feat(research): LISP-7 Cryptography Paper

Nov 2025

Finalisation et publication du papier sur le paradigme de cryptographie sémantique destructive.

#Crypto#Research#LaTeX
a1b2c3dSep 2025
feat

feat(project): RDTvlokip Search — init

Sep 2025

Lancement du développement de RDTvlokip Search, un moteur de recherche axé sur la vie privée et la transparence.

#Search#AI#Project
9h8g7f6Jun 2025
merge

Merge branch 'AG-BPE' into main

Jun 2025

Release officielle de l'Attention-Guided BPE. +600 téléchargements sur Zenodo.

#NLP#Release#Zenodo
1z2y3x4Jun 2025
init

init commit: TSSR Training Start

Jun 2025

Début du cursus Technicien Supérieur Systèmes et Réseaux. Centre de formation Nepsod, site Bel Air School.

#Education#TSSR
5j4k3l2Mar 2025
wip

wip: InfiniGPT Optimization

Mar 2025

Collaboration avec LMC pour optimiser le tokenizer GPT-2.

#Collaboration#GPT-2
(END)