Automation · AI · Processes

From industry to automation.

I'm Viktor Margus, and I automate business processes with Make, n8n and AI — with a practitioner's eye from more than ten years in industry. Processes are something I know not just from the tool, but from the shop floor.

Portrait of Viktor Margus

Tools I work with every day

Services

Automation that adapts to your processes — not the other way around.

Workflow automation

Recurring tasks run on their own: from lead capture to reporting. Built with Make, n8n or Zapier — matching your existing tool stack.

AI integration & content pipelines

AI where it actually saves time: automated content creation, data enrichment and intelligent handling of inquiries.

Custom tools & SaaS solutions

When no off-the-shelf tool fits, I build it: web apps, browser extensions and small SaaS products — developed with AI assistance, from prototype to finished product like CallPilot.

CRM setup with Close

Setup and administration of Close: pipelines, templates, automations and clean data imports — so no lead gets lost.

Project management with ClickUp

Structures your team will actually use: spaces, templates, automations and dashboards — set up and clearly documented.

Google Workspace & spreadsheet solutions

From Workspace administration to custom Google Sheets solutions with JavaScript — including data collection and automated reports.

Projects

Selected work — from problem to solution to result.

Chrome extensionLive

CallPilot

Chrome extension that guides sales teams through the call and automates the follow-up.

  • TypeScript
  • Chrome Extension
  • Cloudflare
  • n8n

Web appLive

INVAROO PM

Internal project management tool for INVAROO: clients, projects with phases, tasks on a kanban board, comments and files in one place.

  • Next.js
  • TypeScript
  • Supabase
  • Docker

AI agentLive

Google Workspace agent

n8n workflow with Claude that sorts the Gmail inbox and creates tasks from it in Google Tasks.

  • n8n
  • Claude / AI
  • Gmail
  • Google Tasks

AI pipelineLive

Lead enrichment with Close export

Pipeline that enriches raw lead lists, checks them and hands them to Close ready for import.

  • Claude / AI
  • CSV pipeline
  • Close CRM

WebLive

Landing page creation

Landing page from structure to go-live — fast and without an agency budget.

  • HTML/CSS/JS
  • Cloudflare Pages

SetupLive

ClickUp workspace

Complete ClickUp environment, tailored to the team.

  • ClickUp

Apps ScriptLive

Google Sheets automation

Automatic data collection and analysis right in Google Sheets.

  • Google Sheets
  • JavaScript
  • Apps Script

Chrome extensionLive

CallPilot

Chrome extension that guides sales teams through the call and automates the follow-up.

Problem

Sales teams lose time on the phone to scattered notes and a lack of structure in the conversation.

Solution

Chrome extension with its own backend and n8n integration that supports sales teams right in the call — from conversation guidance to follow-up.

Result

Calls run with structure, notes and follow-ups take shape along the way — no scraps of paper, no retyping.

Workflow

  1. 01CallExtension detects the conversation
  2. 02GuideStructure and questions in view
  3. 03NotesCaptured in structure, not on paper
  4. 04Backend & n8nFollow-up, handover to the CRM
  • TypeScript
  • Chrome Extension
  • Cloudflare
  • n8n

Web appLive

INVAROO PM

Internal project management tool for INVAROO: clients, projects with phases, tasks on a kanban board, comments and files in one place.

Problem

Off-the-shelf PM tools only mapped the processes with workarounds: plenty of features nobody needs — and the crucial ones missing. Plus a monthly fee per user.

Solution

A custom web app built with Next.js and Supabase: client projects with phases, drag-and-drop tasks on a kanban board, comments, file storage and tiered permissions. Runs entirely in Docker.

Result

The team works in one system instead of spreadsheets, chats and notes. Status and responsibilities are visible at any time — with no rented server and no recurring licence costs.

Workflow

  1. 01ClientMaster data in one place
  2. 02ProjectPhases and deadlines
  3. 03KanbanTasks with clear owners
  4. 04RecordsComments and files
  • Next.js
  • TypeScript
  • Supabase
  • Docker

AI agentLive

Google Workspace agent

n8n workflow with Claude that sorts the Gmail inbox and creates tasks from it in Google Tasks.

Problem

A full inbox costs time every day: reading, sorting, pulling out to-dos — and something still slips through.

Solution

n8n fetches new emails from Gmail, Claude classifies them and assigns matching labels. Emails that need action automatically become tasks in Google Tasks.

Result

The inbox is pre-sorted before the workday starts — to-dos land where they get done, instead of getting buried in the inbox.

Workflow

  1. 01GmailFetch new emails
  2. 02ClaudeClassify the content
  3. 03LabelsSet category in Gmail
  4. 04Google TasksCreate task with context
  • n8n
  • Claude / AI
  • Gmail
  • Google Tasks

AI pipelineLive

Lead enrichment with Close export

Pipeline that enriches raw lead lists, checks them and hands them to Close ready for import.

Problem

Raw lead lists are worthless without context — manual research and upkeep cost hours.

Solution

A pipeline that automatically enriches lead lists (industry, personalized outreach, quality checks) and hands them to Close CRM ready for import.

Result

A raw list becomes a qualified Close list in minutes — instead of hours of research.

Workflow

  1. 01CSV importRead the raw list
  2. 02ClaudeAdd industry and outreach
  3. 03Quality checkRules, duplicates, plausibility
  4. 04Close exportImport-ready file
  • Claude / AI
  • CSV pipeline
  • Close CRM

AI workflowLive

Content creation workflows

Automated content pipeline from idea to approval.

Problem

Regular content takes time that day-to-day business doesn't leave.

Solution

Automated workflows that turn ideas into finished content — AI-assisted creation with a clear approval step.

Result

Regular content without blocking day-to-day business — with clear approval instead of flying blind.

Workflow

  1. 01IdeaForm or spreadsheet as trigger
  2. 02AI draftText according to guidelines
  3. 03ApprovalReviewed by a human
  4. 04PublishingFiled or published
  • Make
  • n8n
  • AI

WebLive

Landing page creation

Landing page from structure to go-live — fast and without an agency budget.

Problem

An offer needs a professional web presence — fast and without an agency budget.

Solution

Concept and implementation of a landing page, from structure to go-live.

Result

Professional web presence in a short time, hosted with no running costs.

Workflow

  1. 01StructureGoal, layout, content
  2. 02BuildHTML, CSS, JavaScript
  3. 03TestingMobile, form, load time
  4. 04Go-liveCloudflare Pages
  • HTML/CSS/JS
  • Cloudflare Pages
Open project

SetupLive

ClickUp workspace

Complete ClickUp environment, tailored to the team.

Problem

Tasks are scattered across chats, emails and heads — nothing is traceable.

Solution

A complete ClickUp environment: spaces, templates, automations and dashboards, tailored to the team.

Result

Every task has a place, a status and an owner — traceable for everyone.

Workflow

  1. 01AnalysisProcesses and roles
  2. 02StructureSpaces, lists, fields
  3. 03AutomationsTemplates and rules
  4. 04OnboardingDashboards and documentation
  • ClickUp

Apps ScriptLive

Google Sheets automation

Automatic data collection and analysis right in Google Sheets.

Problem

Manually gathering data and maintaining spreadsheets ties up hours every week.

Solution

Automatic data collection and analysis right in Google Sheets, implemented in JavaScript.

Result

Weekly manual work is gone — the numbers are current the moment you open the sheet.

Workflow

  1. 01Data sourceForms, APIs, websites
  2. 02Apps ScriptFetching and cleanup
  3. 03SheetStructured storage
  4. 04AnalysisCalculations and charts
  • Google Sheets
  • JavaScript
  • Apps Script

About me

More than ten years in industry: machining, welding, production management, assembly planning in steel construction. Since 2024 I've been building automations as a freelancer — bringing something you don't learn from tutorials: I know how processes work in real companies, where they jam, and what a solution has to withstand in daily use.

I recharge with CrossFit and boxing.

Career

  1. Freelancer — Automation & AI

    Make, n8n, Zapier, Close, ClickUp, Google Workspace, prompt engineering, vibe coding

  2. Assembly planner, steel construction

    Subcontracting, assembly costing, sales support

  3. Deputy section foreman, steel construction

    Schedules, quality and workplace safety in shipbuilding

  4. Production manager

    Capacity planning, quality assurance, welding supervision, optimization

  5. International Welding Specialist (IWS)

    Part-time professional training

  6. State-certified mechanical engineering technician

    Part-time professional training

  7. Machining technician (milling)

    Apprenticeship and professional practice in milling

How I work

  1. 01

    Initial call

    We look at where time is being lost and what automation can realistically deliver. Honest, no sales pressure.

  2. 02

    Concept

    I sketch the workflow: tools, sequence, interfaces. You approve before anything gets built.

  3. 03

    Implementation

    I build and test the system — including the edge cases, not just the happy path.

  4. 04

    Handover

    You get clear documentation and a walkthrough. The system is yours.

Let's talk

Got a process that eats too much time? Drop me a line about what it is — I'll get back to you within 24 hours.