01
AI chatbots
Support, qualification, FAQs and sales conversations.
AI automation for small businesses
I build systems that remove repetitive work.
AI chatbots, business automations and integrations that save time, handle routine requests and connect the tools you already use.
What I build
Practical systems built around your business process.
02
Lead processing
Capture, check, score and route new enquiries without manual copy-paste.
03
Business automation
Automate repetitive actions, approvals, notifications and documents.
04
App integrations
Connect forms, CRM systems, messengers, spreadsheets, databases and APIs.
05
AI content
Turn product data and source materials into text, voice, images and video.
Selected cases
Four systems. Four different business problems.
01Case study
AI Product Content Pipeline
From product names to finished voiced video ads.
3 workflows · 61 nodes · 8 services
Input→AI copy→Voice→Video→Render→Telegram
View case→
02Case study
Lead Hunter
Automated B2B lead qualification and lightweight CRM.
Python · Scraping · Flask · SQLite
Business list→Website analysis→Filter→Score→CRM
View case→
03Architecture case
GRC Architecture
Fault-tolerant lead automation system design.
Architecture · n8n · Supabase · CRM · Reliability
Lead→Queue→Enrich→CRM→Outreach
Retries · Idempotency · Dead letter · Monitoring
View architecture→
04Case study
AI Reels Studio
Natural-language direction becomes a validated multi-brand content workflow.
Next.js · TypeScript · OpenAI · Anthropic · Zod · Sharp
Direction→State patch→Validate→Frames→Package
View case→
What I don’t build
×Chatbots with no workflow behind them.
×AI wrappers with no real process value.
×Automation that removes necessary human judgment.
×Complexity for complexity’s sake.
How it works
My approach to projects
01
Analyze
Understand the task and process
02
Design
Choose the simplest reliable flow
03
Build
Create and configure the system
04
Launch
Test, deploy and improve
Why me
Built like a system, delivered like a service.
01
System thinking
I design complete business flows, not isolated automations.
02
Production-ready
Error handling, retries, logging and human review where it matters.
03
Clear communication
Clear scope, regular updates and practical decisions during delivery.
04
Built around your tools
CRM, messengers, APIs, spreadsheets and custom services work together.
Technology stack
n8nOpenAIClaudeSupabaseTelegramWhatsAppREST APIWebhooksGoogle SheetsAirtableNext.jsNode.js
Let’s discuss your project
Send me the task in Telegram. I’ll suggest a clear approach and estimate the scope.
Contact me