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Trafexofive/README.md

Mohamed Ali Lamkadmi

GODSPEED

Systems programmer. Compiler tinkerer. Infrastructure builder.

C C++ Python Rust Go Java TypeScript

Docker FastAPI PostgreSQL SQLite Redis Neo4j

Arch Linux Self Hosted Bare Metal


Featured Projects

From-scratch language interpreter in C β€” bytecode VM, static typing, modules, arithmetic, and control flow. Core interpreter working, under active development. "You just have to write your own language at some point."

Statically typed, GC-managed language that transpiles to clean C. Type inference, instance methods, generics, standard library. A from-scratch compiler written entirely in C++.

C++17 agent runtime for DeepSeek-class LLMs. Custom protocol parser, streaming TUI with markdown rendering, inference provider abstraction, tool dispatch with sandbox enforcement, feed engine, and server mode. Built from scratch β€” no agent frameworks, no bloat.

Self-hosted knowledge management with AI-powered semantic search, knowledge graphs, and RAG pipelines. FastAPI microservices, ChromaDB vector store, Neo4j graphs. Data-sovereign alternative to Notion/Obsidian.

Multi-stage search & synthesis pipeline β€” 13 search providers across 8 domains, TF-IDF ranking, full-page extraction (crawl4ai), ChromaDB + SQLite FTS5 storage, LLM-powered synthesis with citations. Docker-native, 14 services, Python SDK.


Tech Stack

Category Technologies
Languages C, C++17, Python, Rust, Go, TypeScript, Java, Lua, Bash
Infrastructure Docker / Compose, Arch Linux, bare metal, Nginx, WireGuard, systemd
Databases PostgreSQL, SQLite (FTS5), Redis, Neo4j, ChromaDB
AI / LLM DeepSeek, Groq, OpenRouter, OpenAI API, OpenCode, RAG pipelines, sentence-transformers, embedding models
Web / API FastAPI (Uvicorn), Next.js, Astro, HTMX, Pydantic, SQLModel
Terminal Neovim, Textual (TUI framework), Rich, Readline
Build / Tooling GNU Make, GCC/G++, Clang, CMake, Git, GDB, pytest, pip, npm
ML & Media CUDA, PyTorch, FFmpeg, Playwright, crawl4ai, NeoForge, Fabric (Minecraft)

Self-Hosted Infrastructure

Running on my own hardware:

Core: Email (Postfix, Dovecot, rspamd) Β· Git (Gitea) Β· Proxy (Nginx) Β· DNS/Ad-block (AdGuard) Β· VPN (WireGuard)
Media: Navidrome (music) Β· Audiobookshelf Β· YouTube archiving (yt-dlp)
Development: Build servers Β· Container registry Β· Package mirrors Β· Test labs

All managed as code. All understood at the system level.


Research Interests

Systems architecture and emergent complexity, LLM agent orchestration, compiler design, performance optimization at scale, low-level systems programming, and security.


Dependencies are technical debt. Complexity is justified only when it enables emergent capabilities. Production is the only environment that teaches truth.


Contact: GitHub Β· lamkadmi.misc@gmail.com
Open to SWE roles, systems-level projects, and interesting hackathons.

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    πŸ€– AI-Powered Trading Bot for IQ Option - Intelligent trading decisions using LLMs with microservices architecture

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