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AndreLeclercq/README.md

πŸ‘‹πŸ» Hi, I’m AndrΓ© πŸ‡«πŸ‡·πŸ§πŸ¦€

Tech Lead transitioning to AI/Data | Rust β€’ RAG

Fullstack Developer transitioning to Data Engineering πŸš€
Specialized in Rust for performance, exploring RAG technologies and AI analysis.


🎯 2025 Transition Focus

  • RAG Systems : Experimenting with Qdrant + MistralAI
  • Data Engineering : Self-taught learning, formal training planned end of 2025
  • Performance Engineering : Rust for critical components and APIs
  • AI Integration : Ollama, HuggingFace, automated analysis

πŸ”§ Tech Stack

My Skills

Backend : Loco.rs, Node.js
Databases : PostgreSQL, Qdrant (vector DB), Redis
AI/ML : MistralAI, Ollama, HuggingFace
DevOps : Docker, Linux, Shell scripting

πŸš€ Current Projects

⚑ SSHCTL - Rust CLI Tool

SSH management tool built entirely in Rust

  • Status : Active | Repo : Available
  • Focus : Performance, security, CLI ergonomics

Readme Card

πŸ” SEO AI Analyzer (Coming Soon)

Experimental SEO analysis project with AI integration

  • Stack : Rust/Python, MistralAI, content analysis
  • Status : Starting soon
  • Goal : Explore AI applications in SEO optimization

🎯 First RAG Project (Planned)

RAG architecture for real-world use case with Qdrant + MistralAI

  • Timeline : Starting in the coming days
  • Focus : Hands-on learning of RAG systems
  • Documentation : Will be shared as open source

πŸ“Š GitHub Stats

🌱 Currently Learning

  • Self-taught : RAG systems, vector databases, LLM integration
  • Exploring : MistralAI, Ollama, HuggingFace, Qdrant
  • Data Engineer training : Planned for end of 2025 (part-time)
  • Transition : Towards entrepreneurship in 9-12 months

πŸ’‘ 2025 Goals

Short term : Master RAG systems and AI integration
Medium term : Become proficient Data Engineer
Long term : Prepare entrepreneurial transition in French AI ecosystem


🀝 Contact & Collaboration

"Actively transitioning to Data/AI: sharing learning journey and building concrete projects."


πŸ“ˆ Progress Tracking (Regular Updates)

  • Rust Projects : 1 active (SSHCTL)
  • AI Experimentation : MistralAI, Ollama, HuggingFace tested
  • Next Steps : First RAG system, AI-powered SEO analysis
  • Training : Data Engineer program scheduled Q4 2025

Last updated: September 2025

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  1. dotfiles dotfiles Public

    Lua

  2. mattermost-desktop-bin mattermost-desktop-bin Public

    AUR package for Mattermost Desktop (precompiled binary) with automated updates

    Shell

  3. mattermost-docker-release mattermost-docker-release Public

    This repository automatically syncs official Mattermost files and builds a Docker image always up-to-date with the latest v10.x version.

  4. sshctl sshctl Public

    CLI tool for managing SSH connections easily and efficiently.

    Rust 1