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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 Β· 3 countries Β· 800K+ MAU Β· teams up to 15 Β· full-stack to bare metal

πŸ§‘β€πŸ’» About

16+ years building and shipping production systems β€” 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 β€” across 3 countries, with teams of 7–15 or completely solo. Backend, frontend, mobile, infra, DevOps, AI β€” I don't specialize, I deliver.

πŸ”₯ What I'm working on


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

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

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

🧠 SOMA β€” 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 β€” contributors welcome! Check out the open issues or read the Research Paper.

Research Paper Β· Technical Spec Β· API Reference Β· GitHub

πŸ₯ MiniPACS β€” Medical Imaging Portal

DICOM HIPAA License

Self-hosted PACS portal for independent medical clinics. Receive DICOM studies from equipment, view in a web browser, share with patients, transfer to other facilities.

One server. Zero recurring fees. Your data stays in your clinic.

Clinical Workflow

  • DICOM C-STORE receive from MRI/CT/X-ray equipment
  • Built-in OHIF web viewer with fullscreen mode
  • Study transfers to other PACS nodes with retry
  • Radiology reports (text + PDF) attached to studies
  • Server-side search, filtering, pagination

Patient Portal & Security

  • Secure share links with QR codes and PIN protection
  • Patient-friendly JPEG download (no DICOM knowledge needed)
  • Email integration with pre-filled study details
  • JWT auth with session timeout warnings
  • Immutable audit log β€” every action tracked
Dashboard Study Viewer + Sharing Patient Portal

GitHub Β· React + FastAPI + Orthanc + OHIF Β· For licensing inquiries: tr00x@proton.me

πŸ† Featured projects


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

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

Paperclip
12 AI agents Β· Docker
MCP Β· Self-healing

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

Dubai Auto
Go Β· Fiber Β· WebSocket
OAuth Β· UAE market

LiveKit Agent
Voice AI Β· LiveKit
MCP Β· Tavus

POS System
React Β· Prisma
AI analytics

Water Delivery
NestJS Β· GPS
anti-fraud Β· PWA

MiniPACS
Self-hosted PACS portal Β· DICOM
HIPAA Β· React Β· FastAPI Β· OHIF Viewer
Patient sharing Β· QR Β· PIN Β· Reports
πŸ₯ Full medical imaging system for clinics
πŸ“‘ DICOM C-STORE receive & transfer
πŸ”¬ Built-in OHIF web viewer
πŸ”— Patient portal with QR sharing
πŸ”’ HIPAA-compliant audit & security

πŸ› οΈ Stack

🧠 AI & LLMs

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

πŸ—£οΈ Voice & Avatar

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

βš™οΈ Backend

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

πŸ–₯️ Frontend

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

πŸ“± Mobile

Flutter Swift Kotlin React Native Expo

πŸ—„οΈ 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

πŸ‘οΈ Media & Vision

OpenCV FFmpeg WebRTC YOLO Stable Diffusion MediaPipe

πŸ”’ Security & Network

WireGuard Tor V2Ray Tailscale OAuth 2.0 JWT Let's Encrypt

πŸ”Œ Hardware & IoT

Raspberry Pi Arduino ESP32 NFC/RFID Bluetooth LE

πŸ’³ Payments

Stripe PayPal Square PCI DSS

πŸ“ˆ 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 Β· Malaysia Β· 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 β†’ prototype Self-healing infra
πŸ’Ό Work experience

face2.me β€” Founder & AI Systems Engineer

NJ / NY Β· Aug 2024 – Present

  • Founded category-creating product β€” 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 β€” 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 β€” multiple prototypes built and discarded

Systems Architect / Engineering Lead

Ashgabat, Turkmenistan Β· 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 β€” 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 Β· 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 Β· Full ownership: architecture β†’ frontend β†’ mobile β†’ infra β†’ post-launch

Early Career Β· 2010 – 2012

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

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

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

Self-taught Β· 2010 – Present

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

🌍 Languages

πŸ‡·πŸ‡Ί Russian πŸ‡ΊπŸ‡Έ English πŸ‡ΉπŸ‡· Turkish πŸ‡ΉπŸ‡² Turkmen
Native Professional Native Fluent

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



Pinned Loading

  1. SOMA-Core SOMA-Core Public

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

    Python 1

  2. MiniPACS MiniPACS Public

    Self-hosted PACS portal for independent medical clinics. DICOM storage, web viewer, patient sharing, study transfers.

    TypeScript 1

  3. paperclip paperclip Public

    Forked from paperclipai/paperclip

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

    TypeScript 1

  4. Kiosk-AI-Agent-Avatar-Tavus Kiosk-AI-Agent-Avatar-Tavus Public

    An AI-powered self-service kiosk for clinics. Patients check in by talking to a real-time video avatar β€” it verifies their identity, pulls up appointments, shows balances, and handles check-in. All…

    JavaScript 1

  5. POS POS Public

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

    TypeScript 1

  6. suw suw Public

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

    TypeScript 1