AI Automation Engineer · Agentum

Your team does
the work.
Mine automates it.

I build AI automation systems that eliminate repetitive work — from simple integrations to full multi-agent pipelines. If your team does it manually more than once a week, it can be automated.

Library of 200+ ready-made workflows. Fast start, predictable result.

Discuss your project → See case studies
200+ Ready workflows
10+ Projects delivered
1000+ Work hours saved
What automation gives you
Hours saved on reporting Up to 90%
Content at scale Any volume, any language
Data monitoring 24/7, zero team needed
Time to first result Days, not months
Human involvement Zero after setup
Process

How we work together

STEP 01
Discovery call
20-minute call to understand your workflow, pain points, and automation potential. No commitment required.
STEP 02
Proposal & scope
I send a clear proposal: what gets built, timeline, and cost. No surprises, no hidden fees.
STEP 03
Build & test
I build and test the system with real data. You see progress at every stage and can give feedback.
STEP 04
Handover & support
Full documentation, training if needed, and 30 days of free support after launch.
What I build

Services

Every project starts with understanding your specific problem. I don't sell templates — I build systems that fit your workflow exactly.
01
Telegram Automation
Monitor channels, auto-generate digests, build bots that respond, parse data at scale. Your team stops reading 30 channels manually.
IncludesChannel monitoring · AI digest generation · Bot development · Data parsing · Manipulation detection
02
Content Pipelines
Generate, rewrite, localize and publish content automatically. One source — many platforms, many languages. Your content team focuses on strategy, not execution.
IncludesAI text generation · Multi-language localization · Auto-publishing · Quality control · Google Sheets integration
03
Analytics & Parsing
Collect data from VK, Telegram, websites and any API. Get structured reports with engagement metrics, trends and AI insights — automatically, on schedule.
IncludesWeb scraping · Social media parsing · DOCX/PDF reports · Scheduled delivery · Dashboard integration
04
AI Agents & RAG Systems
Build AI assistants that know your business — answer questions from your docs, qualify leads, handle support, automate decisions. Multi-agent systems that actually reason.
IncludesRAG knowledge bases · Lead qualification bots · Customer support agents · Internal assistants · CRM integration
05
Custom & Individual Projects
Not every problem fits a standard service. If you have a specific workflow, a unique data source, or a non-obvious automation challenge — bring it. I'll analyse the task, propose a solution, and build exactly what you need.

No templates, no rigid scope. Just a clear problem and a working solution.
How it worksYou describe the problem → I assess automation potential → We agree on scope and cost → I build, test and deliver → 30 days support included
Results

Case Studies

Real projects, real results. Client names withheld by agreement — but the numbers are real.
MediaAnalyticsSocial Media
Social Media Analytics — 10 Regional Media Outlets
Problem: Analytics team spent 4+ hours daily manually pulling engagement data from 10 social media communities, formatting reports in Excel, sending to editors. Error-prone, time-consuming, no AI insights.
Built automated analytics pipeline: social media data collection → AI thematic clustering → discourse analysis → styled DOCX report generation → auto-delivery to editors. Runs on schedule, zero human input required.
n8nPythonOpenAI GPT-4opython-docxPostgreSQL
4h→15m Daily report
generation time
MediaAI Intelligence32 channels
RAG-Based Telegram Monitor — 32 Channels, Manipulation Detection
Problem: Editorial team needed to monitor 32 Telegram channels daily for news, trends and manipulation patterns. Manual monitoring took 3+ hours and missed critical signals.
Built RAG-powered monitoring system using GramJS for channel parsing, pgvector for semantic search, and LangChain for AI analysis. Outputs structured digest with manipulation flags in under 3 minutes.
GramJSLangChainpgvectorPostgreSQLPython
<3 min Full digest from
32 channels
ContentLocalization24 countries
News Localization Pipeline — 24 Countries, Fully Automated
Problem: Content team needed to adapt and localize news articles for 24 countries in different languages. Manual process required a team of translators and took days per batch.
Built n8n pipeline: source article → AI rewrite with local angle → localization for each country → Google Sheets output. 72,000 characters of localized content per run. Zero human involvement after setup.
n8nOpenAI GPT-4oGoogle SheetsPython
72K Characters of content
per automated run
ContentPublishingMulti-platform
Content Factory — Automated Production Line from Idea to Publish
Problem: Marketing teams spend the majority of their time on execution — writing, formatting, translating, scheduling — rather than strategy. Content volume demands grow while team size stays flat.
Built a fully automated content factory: a single source topic or brief enters the pipeline → AI generates the core article → rewrites adapt it for each platform (blog, social, email, newsletter) → localization produces versions for target markets → auto-publishing sends everything on schedule. Brand voice, tone and formatting rules baked in. The team reviews strategy. The factory handles everything else.
n8nOpenAI GPT-4oPythonWordPress APITelegram APIGoogle Sheets
1→10+ Assets per brief,
fully automated
Technology

Stack

n8n
Python
LangChain
OpenAI API
Anthropic API
pgvector
Qdrant
PostgreSQL
GramJS / MTProto
Telegram Bot API
FastAPI
Docker
+ library of 200+ ready-made n8n workflows for rapid deployment

Have a repetitive process?
Let's automate it.

20-minute discovery call. No commitment. I'll tell you honestly if automation makes sense for your case.

Book a free call →
Contact

Let's talk about your project

I work with businesses, agencies and individual clients across UAE, DACH and Southeast Asia.

English, Arabic, German and French — no language barrier.

Response within 24 hours.

Email i.a.shumkov@gmail.com Telegram @iashumkov LinkedIn Ivan Shumkov
What you can expect
Clear proposal within 48 hours of our call
Fixed scope — no surprise invoices
30 days free support after launch
Full documentation and handover
Book a free consultation