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tr00x/README.md

Tim Hunt

Typing SVG

face2.me LinkedIn Telegram GitHub Email


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16+ years in production · 3 countries · 800K+ MAU · teams up to 15 · full-stack to bare metal

🧑‍💻 About

16+ years building and shipping production systems — from backend infrastructure and mobile apps to real-time streaming platforms, AI pipelines, and bare-metal kiosk hardware. I've been the de-facto CTO on national-scale products, the solo architect on fintech platforms, and the guy who debugs your DNS at 3am.

I've built the #1 streaming platform and national messaging app for an entire country (6M population, 800K+ MAU), shipped crypto exchanges, healthcare systems, payment gateways, logistics platforms — across 3 countries, with teams of 7–15 or completely solo. Backend, frontend, mobile, infra, DevOps, AI — I don't specialize, I deliver.

🔥 What I'm working on


face2.me
AI receptionist · real-time avatar
WebRTC · voice pipeline · kiosk
Paying clients in production

Paperclip
12 AI agents · self-healing Docker
CRM sync · Telegram HQ · watchdog
Open-source on GitHub

SOMA Core
Nervous system for AI agents
Behavioral monitoring · Pressure graphs
Directive control · 524 tests · MIT

🧠 SOMA — System of Oversight and Monitoring for Agents


PyPI Tests License

The nervous system for AI agents. Real-time behavioral monitoring, predictive intervention, and autonomous safety control.

SOMA computes a unified pressure metric from 5 behavioral signals, applies progressive intervention through a 6-level escalation ladder with hysteresis, and self-tunes thresholds via outcome-tracking learning. Zero LLM calls. Pure deterministic math in <1ms.

Core Engine

  • 5 behavioral signals (uncertainty, drift, error, cost, tokens)
  • Z-score normalization + sigmoid clamping
  • EMA baselines with cold-start blending
  • Pressure prediction ~5 actions ahead
  • Self-learning threshold adaptation

Enterprise & Multi-Agent

  • Trust-weighted pressure propagation graph
  • Jensen-Shannon divergence fingerprinting
  • Root cause analysis in plain English
  • Task phase detection & scope drift
  • Budget management with auto SAFE_MODE
pip install soma-ai

Actively developing — contributors welcome! Check out the open issues or read the Research Paper.

Research Paper · Technical Spec · API Reference · GitHub

🏆 Featured projects


SOMA Core
Nervous system for AI agents
Behavioral monitoring · Pressure
524 tests · 100% coverage

face2.me
AI receptionist · Avatar
WebRTC · Voice · Kiosk

Paperclip
12 AI agents · Docker
MCP · Self-healing

AI Kiosk (Tavus)
Clinic check-in
Video avatar · Voice

Dubai Auto
Go · Fiber · WebSocket
OAuth · UAE market

LiveKit Agent
Voice AI · LiveKit
MCP · Tavus

POS System
React · Prisma
AI analytics

Water Delivery
NestJS · GPS
anti-fraud · PWA

🛠️ Stack

🧠 AI & LLMs

Claude GPT-4o DeepSeek Gemini Qwen Llama Mistral LangChain CrewAI MCP Ollama vLLM

🗣️ Voice & Avatar

ElevenLabs Tavus Simli Whisper LiveKit Pipecat Coqui TTS XTTS RVC Deepgram Kokoro Fish Speech

⚙️ Backend

Python Go TypeScript PHP Rust Lua FastAPI NestJS Express Django Laravel Fiber GraphQL gRPC

🖥️ Frontend

React Next.js Vue Nuxt Svelte Tailwind Three.js Vite Framer Motion

📱 Mobile

Flutter Swift Kotlin React Native Expo

🗄️ Data & ML

PostgreSQL Redis MongoDB Elasticsearch MySQL PyTorch HuggingFace ChromaDB Pinecone Prisma

🐳 DevOps & Cloud

Docker Kubernetes Terraform GitHub Actions AWS GCP Azure Cloudflare Nginx Grafana Sentry Vercel

👁️ Media & Vision

OpenCV FFmpeg WebRTC YOLO Stable Diffusion MediaPipe

🔒 Security & Network

WireGuard Tor V2Ray Tailscale OAuth 2.0 JWT Let's Encrypt

🔌 Hardware & IoT

Raspberry Pi Arduino ESP32 NFC/RFID Bluetooth LE

💳 Payments

Stripe PayPal Square PCI DSS

📈 Impact

800K+ MAU 6M population 50K+ DAU 16+ years 3 countries
#1 OTT platform in the country Built products serving an entire nation Messaging daily actives Shipping in production Turkmenistan · Malaysia · USA
15 engineers 6 national-scale products $1M+ processed 20+ projects 1 week 0 downtime
Largest team led Shipped as de-facto CTO Payment gateways Delivered end-to-end Idea → prototype Self-healing infra
💼 Work experience

face2.me — Founder & AI Systems Engineer

NJ / NY · Aug 2024 – Present

  • Founded category-creating product — conversational AI receptionist; acquired paying clients in production
  • Shipped first prototype in one week; rewrote production version from scratch over 2 months (proprietary)
  • Evaluated 10+ avatar providers; production supports multiple with full local rendering, zero API dependency
  • Architected full stack solo: real-time avatar, WebRTC voice, business integrations, kiosk frontend
  • Built 12-agent orchestration platform (open-source): individual budgets, task queues, heartbeats, governance
  • Self-healing watchdog: auto container restart, health checks, Telegram alerts, zero-downtime 24/7
  • Telegram HQ bot: voice commands via Whisper ASR, inline menus, agent status from mobile

Independent Consultant & AI Research

2024 – 2025

  • 8–10 months deep R&D on real-time AI avatar tech — goal: indistinguishable from real human on video
  • Benchmarked full stack: TTS, STT, ASR, video rendering, avatar frameworks, LLM orchestration
  • 30+ tools across avatar, voice cloning, lip sync, face detection, streaming — multiple prototypes built and discarded

Systems Architect / Engineering Lead

Ashgabat, Turkmenistan · 2018 – 2024

  • National messaging platform (6M market): 7–15 engineers, iOS/Android/Flutter/backend, E2E encryption, 50K+ DAU
  • Leading OTT streaming (800K+ MAU): Android/iOS, IPTV/HLS, CDN, DRM, web — from zero. 10K+ hours content pipeline
  • National music streaming: transcoding, artist portal, royalty tracking, recommendations, offline playback
  • Real-time messenger, national news portal, carrier-integrated music platform on LTE
  • 6 major products as lead architect / de-facto CTO

Independent Technical Consultant & Delivery Lead

Turkmenistan, Malaysia, Turkey · 2012 – 2018

  • Vehicle marketplace (Middle East): Go backend, real-time chat, multi-role system, OAuth/OTP
  • Fintech payment gateway: card tokenization, reconciliation, multi-currency, PCI DSS-compliant
  • Healthcare clinic management: scheduling, EHR, billing, insurance claims, HIPAA-aware
  • Crypto exchange MVP: order book, wallets, KYC/AML, real-time feeds
  • Courier logistics: GPS anti-fraud, shift control, SLA tracking
  • POS system: cashier, inventory, delivery dispatch, AI analytics
  • PACS medical imaging: DICOM viewer, study management, physician reporting
  • Solo + teams up to 5 · Full ownership: architecture → frontend → mobile → infra → post-launch

Early Career · 2010 – 2012

  • Started at 13 — built and monetized a WoW private server: Lua, MySQL, MaNGOS/TrinityCore, donation economy
  • No courses, no mentors, no degree — learned by building, breaking, and shipping
🎓 Education

SEGi University · Computer Science Foundation · Malaysia · 2 years · did not complete

  • Dropped out — curriculum already mastered. Placed 2nd in hackathon competing against full CS students.

Self-taught · 2010 – Present

  • 16+ years across full-stack, mobile, AI/ML, system architecture. Every skill earned in production.

🌍 Languages

🇷🇺 Russian 🇺🇸 English 🇹🇷 Turkish 🇹🇲 Turkmen
Native Professional Native Fluent

No degree. No courses. Every skill earned shipping live systems across 3 countries.



Pinned Loading

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    The nervous system for AI agents. Behavioral monitoring, pressure graphs, and directive control.

    Python

  2. paperclip paperclip Public

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    12 autonomous AI agents running a real MSP business on Paperclip. Full production setup — Docker, CRM, Telegram bot, self-healing watchdog. Runs on Claude Code + Claude Max. No OpenClaw needed.

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    JavaScript

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    Full-featured web POS — cashier interface, inventory, courier delivery, manager analytics with AI insights. React · Node.js · Prisma · SQLite

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    Water delivery management system — courier anti-fraud via GPS, shift control, container accounting, SLA tracking. NestJS · React · PWA

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