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I build systems that work in real life

Even when things go wrong. Server monitoring, AI-powered portals, production systems — all tested in real-world conditions.

Real-time visibility

Dashboards, TV displays, monitoring - see what's happening instantly

Automation

API/CSV/ERP integrations - minimize manual work

Reliability & control

Monitoring, PANIC MODE, auto-rollback - stay in control even in crises

Featured Projects

Two systems that show how I build solutions for real problems

Server Monitor + PANIC MODE

Real-time server monitoring and rapid response

Incident response in seconds, without self-lockout risk. PANIC MODE instantly blocks public traffic during attacks, VPN and admin SSH always preserved. Auto-rollback ensures I never lock myself out.

Real-time server status monitoring
PANIC MODE: one-click emergency lockdown
Automatic rollback for safety
VPN + admin SSH always preserved
Server Monitor – realtime status and security contro

E-kodu.eu Portal

Private knowledge portal with AI assistant

Private knowledge portal that I use daily. AI assistant helps search notes and analyze texts. Calendar, notes, bookmarks, images, files - all in one place. Complete privacy.

AI assistant for knowledge discovery and analysis
Notes, calendar, bookmarks, files in one place
Built & used daily — not a demo
E-Kodu dashboard – personal knowledge system E-Kodu AI assistant – ask your own data

Miks see pilt siin on?

See ei ole demo. See on väljavõte süsteemist, mida kasutan iga päev. Siin jõudis kohale lihtne fakt: olen juba arendaja — lihtsalt ilma ametinimetuseta.

How I started

📊 Started with Excel
  • • Manual data entry
  • • Errors and inaccuracies
  • • Slow reporting
  • • Information gets lost
  • • Management can't see real-time status
⚡ Now full solutions
  • • Data updates automatically
  • • Minimal errors with validation
  • • Real-time dashboards
  • • All information in one place
  • • Management sees what's happening instantly

What I've built

Main systems that solve real problems

Production Data System

Problem:

Excel sheets, manual work, errors

Solution:

Real-time dashboard with automated data

Result:

100% less manual work

Quality Tracking

Problem:

Complaints get lost on paper

Solution:

Unified system for all quality issues

Result:

Critical problems never get lost anymore

TV Dashboard for Production

Problem:

Results stayed locked in computers

Solution:

Large TV screen showing all results in real-time

Result:

All workers see how things are going instantly

Performance Analytics

Problem:

Trends were difficult to track

Solution:

Automated charts with department comparisons

Result:

See immediately which departments are improving

Time Tracking System

Problem:

Overtime justification, memory gaps, unclear time allocation

Solution:

Smart time tracking with analytics and trends

Result:

Precise reporting, 0% lost time

Ideas Collection System

Problem:

Lost ideas, unstructured feedback, lack of innovation

Solution:

Central ideas platform with categories and workflow

Result:

100% idea retention, structured innovation

What I know

Practical skills, learned independently and with AI assistance

Automation & Integrations
PHP & MySQL
JavaScript & AJAX
Dashboards & Charts
AI-Assisted Development
Manufacturing Process Automation
Linux Server Management
Proxmox Virtualization
ISPConfig + Multi-PHP Management
50000+
lines of code
8
integrated modules
100%
automation
24/7
real-time data

Other Systems

Additional production and management systems

Production visibility

Production data system
TV dashboard (real-time status)
Previous day overview
Work center charts

Quality & issues

Quality tracking solution
Error tracking
Order extract system

Planning & analytics

Production capacity and load analysis
MO Performance Analysis
Monthly results report

Admin tools

MO debt management system
Employee work accounting system
Work center print sheet
Ideas collection system

Need control over your systems?

I build systems that work in real life. Tell me about your problem and let's see how we can automate it.

Side-project

Built my own Tetris

Side-project Tetris that runs in any browser. Canvas rendering, WebAudio, swipe controls and a real leaderboard.