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Building Maria β€” local AI character engine
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Building Maria β€” local AI character engine

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hontouki/README.md

Hi, I'm Rustam πŸ‘‹

Backend / Fullstack Developer Β· AI Character Systems

I build systems where code, behavior logic, memory, perception and long-term interaction meet.

🟒 Open to junior Backend / AI-integration roles · remote


🧠 About me

  • πŸ’» Backend, fullstack, AI systems and automation
  • πŸ› οΈ I like projects that combine code, behavior logic and system architecture
  • πŸ€– Focused on local AI characters, LLM pipelines and character-based runtimes
  • πŸ“š Improving OOP, testing, clean backend architecture and project structure
  • βš™οΈ I use AI tools as accelerators, but I shape and review the architecture myself

🌸 Flagship β€” M.A.R.I.A.

M.A.R.I.A. is my long-term author-driven local AI character ecosystem β€” not a chatbot or a companion SaaS, but a believable single-user character with memory, subjective perception, personality and long-term continuity, running locally through Ollama.

Under the hood: a self-written ML perception brain, a cognitive memory / dossier layer, a dedicated local world-runtime and a permission-gated controlled-agency layer.

πŸ‘‰ Explore the ecosystem through the hub β€” M.A.R.I.A.

The hub is the public entry point β€” philosophy, ecosystem map and direction. A sanitized runtime snapshot lives in M.A.R.I.A.-Core-Sanitized-Snapshot; active development continues privately.


🧩 Other projects

🌐 Online Learning Platform β€” full-stack educational platform

Role-based access (admin / teacher / student) with modules, lessons, tests and grades. Split into two repositories:

  • online_platform_api Β· Backend Β· Python FastAPI + async SQLAlchemy on PostgreSQL Β· JWT auth with login throttling Β· dependency-based role guards Β· management of users, groups (Excel import), modules, subjects, lessons, tests and grades.
  • online_platform Β· Frontend Β· JavaScript React + Vite Β· authentication & protected routes Β· student personal account Β· module/lesson pages Β· tests & grades Β· teacher and admin panels.

πŸ§ͺ Sandbox_with_LLM β€” LLM experiments

A branch-based sandbox for small LLM-powered systems β€” each branch is an independent prototype with its own goal, README and tests.

πŸ“¨ Telegram_Bot β€” NSTU Helper Β· Python

Telegram bot for NSTU freshmen (built on aiogram 3): RU/EN navigation, campus events, popular places and quick surveys.


πŸ› οΈ Tech stack

Languages

Python JavaScript

Backend / Frontend

FastAPI Flask React Vite

Databases

PostgreSQL SQLAlchemy

AI / Tools

Ollama Git


πŸ“Œ Current focus

  • Growing M.A.R.I.A. as a single-user local AI character runtime β€” perception, memory, behavior
  • Cleaner Core / external-clients architecture and API contracts
  • Stronger backend design, OOP, tests and project structure
  • Local LLM pipelines, memory systems and character-based agents

πŸ“« Contact


This profile is part of my path as a developer, system thinker and creator of M.A.R.I.A.

Pinned Loading

  1. online_platform_api online_platform_api Public

    Educational-platform backend β€” FastAPI + async SQLAlchemy 2 on PostgreSQL: JWT auth, role-based access (admin/teacher/student), lessons, tests, grading, Excel import, Alembic migrations.

    Python

  2. task_manager task_manager Public

    Desktop task overlay (Tauri v2 + React/TS) backed by a typed FastAPI task API β€” always-on-top transparent window, global shortcuts, tray, SQLAlchemy 2 + Alembic, pytest.

    Python 2

  3. M.A.R.I.A. M.A.R.I.A. Public

    Author-driven local AI character ecosystem β€” memory, ML perception, personality and long-term continuity, running locally via Ollama. Ecosystem hub.

  4. Sandbox_with_LLM Sandbox_with_LLM Public

    Branch-based sandbox of small LLM-powered prototypes β€” each branch an independent experiment (reflective dialogue bot, idea-planning agent) with its own README and tests.

  5. Telegram_Bot Telegram_Bot Public

    Telegram bot for NSTU freshmen (aiogram 3) β€” RU/EN inline menus, campus info, event reminders and surveys.

    Python