GORA / OPS
/ personal operations practice

Some operations don't fit a template.

The stack is wrong. The compliance is complicated. The volume breaks what the agencies ship.

I build what fits. Quietly. On deadlines. Without explanations to people who weren't asked.

Solo operator · Based in Tbilisi · Works worldwide
Start a conversation
Telegram only. No forms, no calls.
/ capabilities

What I build

  • 01

    Automation at scale

    Multi-account infrastructure, device farms, orchestrated sessions. Mobile and server-side. Platforms that don't officially support automation — handled.

  • 02

    Communication pipelines

    WhatsApp, Telegram, Instagram DMs routed into unified inboxes. AI-powered replies with escalation logic. 30,000+ messages processed in production systems.

  • 03

    Content generation

    Pipelines that produce video and image content in volume. ComfyUI, Remotion, voice cloning, face-swap. For businesses that need output, not artisan craft.

  • 04

    Evasion and resilience

    VPN infrastructure with DPI evasion. Anti-detection setups for automated workflows. Systems that keep running when the platform doesn't want them to.

/ how i work

Principles

  1. 01

    No retainers on speculation.

    I don't charge for calls. Describe the problem in Telegram. If I can help, I'll quote. If I can't, I'll say so in one message.

  2. 02

    Discretion is default.

    NDA before scope. Nothing about your operation leaves the conversation. Screenshots aren't trophies.

  3. 03

    Written specs, fixed scope.

    Every engagement has a document. What's built, what's not, what happens if the platform changes rules mid-project.

  4. 04

    50% upfront, balance on delivery.

    Wire, crypto, or escrow through a third party. Your choice.

/ references

Work

Public references under NDA. More available in conversation.

  • Device farm

    20-phone Instagram infrastructure, Miami

    Physical farm of 20 Android devices with USB hub orchestration. Remote management over reverse SSH. Engagement and posting automation.

    Active
  • Messaging

    Multi-channel DM router

    WhatsApp Business API + Telegram forum routing. AI-generated replies with confidence-based escalation to human operators. 31,000+ messages handled.

    In production
  • Video pipeline

    ComfyUI-based content generator

    Workflow selection via semantic search over 400+ templates. GPU orchestration on Vast.ai. FastAPI + Next.js. Built for volume, not art direction.

    Beta
  • Delivery platform

    Full-stack delivery operation, Miami

    NestJS + Next.js + Expo. WhatsApp orders, Telegram dispatcher CRM, driver app with geolocation. Regulated product vertical.

    Under NDA
  • Evasion infra

    VPN with DPI masquerade

    WireGuard + Hysteria2 + sing-box. Fake CDN fronting. Works where standard VPNs don't.

    Public demo available
  • Fine-tuned models

    Custom LLM on proprietary data

    Qwen2.5-7B and Llama-3-8b fine-tuned on 30k+ conversation corpus. Deployed locally. Matches personal communication style.

    Internal
/ about

About

I write software and I write books. The books are in Russian and have nothing to do with the work. I mention them only because shipping three of them means I finish what I start.

I don't work in teams. I don't subcontract. When I say I'll handle it, I handle it.

Based in Tbilisi. Operations run out of Miami when needed. No office. No staff. No pitch deck.

/ filters

Who I don't work with

Projects targeting minors — no exceptions.

Financial fraud schemes against retail victims.

Anything built to harm identifiable individuals.

Clients who need education on what's legal where they operate.

Anyone who won't sign an NDA.

Everything else — let's talk.

/ contact

Direct line

@PLACEHOLDER_TG

Response usually within a working day. Signal available on request.