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02ai engineering

AI agents, AGI assistants and AI integration.

I design AI systems that act: voice-first assistants, autonomous agents and LLMs wired into real products — with a guardrail around every privileged action.

Three things I build

AI Agents

Agents that understand a goal, choose tools and act — and stop to ask before anything privileged.

  • Tool use: shell, files, APIs, bots
  • Local + cloud model routing
  • Multi-bot orchestration
  • Confirmation on privileged actions
Built in:

AGI Assistants

Voice-first personal assistants that see, listen, remember and work across every device.

  • Wake word, speech in and out
  • Long-term knowledge-graph memory
  • Documents, tasks and OS-level control
  • Desktop, Android, web and Telegram
Built in:

AI Integration

Models wired into the products people already use — bots, web apps and desktop tools.

  • LLM APIs: io.net, DeepSeek R1, local Ollama
  • Speech: faster-whisper, Edge TTS
  • Vision: MediaPipe hands, face and gaze
  • Private, on-device options
Built in:

How an agent works

The loop behind Astra and CloseCLAW — from the first word to the spoken answer.

  1. 01Listenwake word · STT · camera
  2. 02Understandintent routing · language
  3. 03ReasonDeepSeek R1 · Ollama
  4. 04Acttools · confirmation
  5. 05Rememberknowledge graph
  6. 06RespondEdge TTS · chat · UI

AI stack

  • Python
  • DeepSeek R1
  • io.net
  • Ollama
  • faster-whisper
  • Edge TTS
  • MediaPipe
  • OpenCV
  • Flask
  • Electron
  • Telegram Bot API
  • Next.js

Principles

  • Guardrails first

    Every privileged action sits behind authorization and an explicit confirmation step.

  • Private when it matters

    Speech, vision and sensitive commands can run locally — on the device or your own server.

  • Explainable output

    Answers, reports and logs a person can check — never a black box you have to trust.

AI projects

All work
Active

AI

Astra AI Assistant

Voice-first, multi-platform AI assistant — Windows, Android, Web & Telegram.

  • Python
  • Electron
  • Android
  • Flask
  • +2
Active

AI

CloseCLAW

An AI agent that runs your own Linux servers from Telegram.

  • Python
  • Telegram
  • Ollama
  • io.net
  • +1
Complete

AI · Apps

AirMouse

Control the Windows mouse with your hand, eyes or head — through a webcam.

  • Python
  • MediaPipe
  • OpenCV
  • Windows
  • +1
In progress

AI

Translate Voice Bot

Private Telegram bot: speech → text → Uzbek translation.

  • Python
  • faster-whisper
  • FFmpeg
  • io.net
  • +2
In progress

AI · Apps

WebMusic · Gesture Studio

A browser music studio you play with your hands through the camera.

  • JavaScript
  • MediaPipe
  • Web Audio
  • WASM
  • +1
Active

Security · AI

AI SOC Platform

Authorization-aware security platform — continuous validation & clear reporting.

  • Python
  • Threat Intel
  • Reporting
  • SOC
  • +1
In progress

AI · Apps

Puzzle AI

AI-driven hand-gesture puzzle built with Next.js.

  • Next.js
  • React
  • TypeScript
  • Tailwind
  • +1

Want an AI agent for your business?

A support bot, a voice assistant or an LLM inside your product — let's scope it together.

Discuss an AI project