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gitcloud · AI studio · Aleh Pauliukovich

AI and automation that work in your business, not only in a demo.

AI agents, platforms for IT and network teams, e-commerce implementations. From diagnosis to a working result, tested and documented.

See the work Describe your task
GitCloud core and modules: AI agents, ISP console, IoT device, e-commerce and orders, integrations, voice assistant CORE AI AI agents Sally · Tony · Mark ISP ISP console network · access · backups IoT IoT device ESP32 · Bluetooth LE WEB E-commerce Shoper · SEO · data API Integrations API · reports 3D Voice assistant voice · 3D face
  • Deliveries8projects and orders with measurable results
  • AI agents3in daily operation, also at night
  • Years in IT4+systems and network administration
  • Oracle OCI AI98%AI Foundations Associate exam
01 / architecture

One architecture in every project

Data, agents and interface: three layers I repeat in every implementation. The solution is easy to extend and to verify.

L3

Interface

where the team sees the result
L2

Agents and automation

who does the work
L1

Data and infrastructure

what it runs on
  • Own databasePostgreSQL with vector memory
  • Monitoring and logsmetrics, logs and alerts in one place
  • Security and backupscertificate-based access, backups with restore tests
  1. R1Data firstAI works on context from your systems, not on guesses.
  2. R2Backup before changeEvery change can be rolled back, and restores are tested.
  3. R3People decideThe agent proposes options, a responsible person decides.
  4. R4Your data stays yoursLocal models where confidentiality matters.
02 / work

Selected work

The task, the solution and the result in numbers. Client names only with their consent.

Own systems · 2026

3D avatars for voice assistants

Three 3D characters that speak with the agents' voices, with lip movement matched to speech and emotions.

Lip sync accurate to 10 to 30 ms
three.jsWebGLPythonWebSocketH.264
Own systems · 2026

AI agent team for operational work

Three agents with roles like in a company: correspondence and deadlines, infrastructure operations, modernization.

Alerts resolved overnight, only a report in the morning
PythonFastAPIPostgreSQLpgvectorLLM API
Konsola GitCloud: pulpit alertów w wersji demonstracyjnej Platforms · 2026

GitCloud: operations platform for a network operator

One console for the network team: monitoring, automation, access and backups, with AI-assisted alerts.

56 console sections in one panel
PHPJavaScriptPostgreSQLSNMPNetFlow
Menu kafelków pilota z symulatora Own systems · 2026

IoT device on ESP32-S3 with a screen simulator

Firmware for a hardware panel: system status, alerts and commands under a rotary knob, connected over Bluetooth LE.

Over 1,800 commits
C++ESP32-S3PlatformIOBluetooth LEPython
Store cart and an automated order test on five domains (sample data) Client work · 2026

Client work: a store on five domains, SEO and B2B data

Consecutive stages for a Shoper store running on five domains, and a B2B company database. All accepted by the clients.

Cart and checkout verified on 5 domains
ShoperStorefrontJavaScriptPlaywrightSEO
03 / isp console

The whole network, one source of truth, one panel

Monitoring, automation, access and backups in one console instead of ten tools. Screenshots from the demo version.

demo.gitcloud · dashboard demo data, refreshed hourly
GitCloud console, view Dashboard (demo data)
Team dashboard: alerts with duration, summaries and AI suggestions in one column.
GitCloud console, view Devices (demo data)
All network devices: active and failing ports, status, configuration backups, uptime.
GitCloud console, view ASN traffic (demo data)
Traffic by network operator and BGP sessions, with PNI thresholds marked in red.
GitCloud console, view AI Advisor (demo data)
Upgrade proposals justified with network data; accepted ones go to the calendar.
GitCloud console, view AI Router (demo data)
Every model call counted: provider, model, errors and cost day by day.
GitCloud console, view Infrastructure (demo data)
Virtual machines and containers from all sites, with resources and backup status.
Proactive monitoringDevices, links and IP pools live, with warning thresholds.
AI that knows the hardwareAlerts with ready diagnostic commands and no duplicates.
Access without static keysSSH certificates valid for 12 hours, renewed automatically.
Backups you can trustEvery backup is verified before it counts as safe.
Task, solution and project results →
04 / agents

AI agents with clear roles

Each agent has its own scope, decision memory and activity log. They communicate with a voice and a 3D face.

Sally: animated agent face ● sally.agent

Sally

correspondence and deadlines

Organizes mail and deadlines, prepares replies for approval.

Tony: animated agent face ● tony.agent

Tony

infrastructure and alerts

Resolves alerts by runbook, also at night. In the morning, only a report.

Mark: animated agent face ● mark.agent

Mark

modernization and analysis

Proposes changes backed by data. Nothing ships before review.

How the agent team works → How the avatars and lip sync were built →
05 / services

Services

Remote, with the price agreed after diagnosis. Every change comes with a backup, a test and a summary.

01E-commerceShoper, WooCommerce, WordPress: checkout, language versions, integrations, SEO.
02Infrastructure and Microsoft 365Linux and Windows servers, mail, DNS, VPN, backups and monitoring.
03Automation and AIAPI integrations, reports, assistants and agents fitted to the process.
04Sales dataCompetitor and margin analysis, B2B company databases with potential scoring.
One price for the whole jobagreed after a short diagnosis, no hourly rate
No surprisesscope, price and deadline in writing before we start
Pay after acceptancecontract and invoice via Useme on request
  1. 1
    BriefA few sentences about the problem or goal.
  2. 2
    QuoteRoot cause, price and deadline before any change.
  3. 3
    DeliverySeparate account, state backup, remote work.
  4. 4
    AcceptanceResult test and a short change summary.
Completed orders: stages, results, tests →
Aleh Pauliukovich
06 / experience

Experience and skills

Over four years in systems and network administration, in companies and multi-site environments. Today I combine classic administration with automation and AI.

I own the full cycle: from diagnosis and design, through implementation, to operations and documentation.

Career

  1. since 2026
    System Administratorinternational manufacturing company
    • Microsoft 365, Entra ID and Google Workspace: identities, licenses, permissions
    • Configuration as code: Terraform, Ansible, CI/CD in GitHub Actions
  2. 2026
    IT Administratortelecommunications provider (ISP)
    • OLT/PON access network, subscriber DHCP and DNS, virtualization, VPN
    • Operations platform built from scratch: monitoring, AI alerts, 100+ scripts in one library
  3. 2023-2026
    IT AdministratorIT services, multi-branch environment
    • Windows Server and Active Directory, Microsoft 365 and Intune, Linux and Docker
    • Cisco and Fortigate networks, VPN, monitoring with Grafana and Zabbix
  4. 2022-2023
    IT Support Specialiston-site deployments for business clients
    • Rack infrastructure, network devices and POS systems
    • Support together with an English-speaking team

Skills

Cloud and Modern Workplace
Microsoft 365Entra IDIntuneExchange OnlineGoogle WorkspaceAzureOracle Cloud
Systems and virtualization
Windows ServerActive DirectoryLinuxDockerProxmoxVMware
Networking
TCP/IPDNS and DHCPVLANVPN and WireGuardCiscoFortigateOPNsenseSNMP and NetFlow
Automation and IaC
PythonPowerShellBashTerraformAnsibleGitHub ActionsPostgreSQL
AI in automation
LLM agentsClaude and OpenAI APIscost-aware model choicePlaywrightWhisperlocal models
Security and monitoring
IAM and MFALinux hardeningSuricata and CrowdSecGrafanaZabbixLoki
Certifications and training
  • Oracle Cloud Infrastructure AI Foundations Associateexam 2026, score 98%, valid until 2028
  • Microsoft Azure Administrator (AZ-104)training path, 2023
Languages
  • PolishC2
  • Russiannative
  • Belarusianfluent
  • EnglishB2
07 / contact

Describe the task, I will reply the same day

A few sentences are enough: what is broken or what should be built. First an assessment and a price, then the work.

Send a message →
  • direct contact, no middlemen
  • price agreed before work starts
  • contract and invoice on request
Is everything done remotely?

Yes, through remote access and admin panels. I do not repair hardware or work on site.

How do contact and payment work?

In writing, by e-mail or via the order platform, with a reply the same day. On request, a contract and invoice via Useme, which holds the payment until acceptance.

Are my credentials safe?

I work on a separate account with minimal permissions that can be removed afterwards. I back up the current state before any change.

Is the ISP platform available?

It is a solution developed for a specific network. I can show the demo version during a call.

gitcloud / work / glowy-agentow
Own systems · 2026

3D avatars for voice assistants

Three 3D characters that speak with the agents' voices, with lip movement matched to speech and emotions.

Runs in the browser and on an external display
Sally: correspondence and deadlines

Task

A voice assistant without a face is harder to follow in a conversation. The goal was lifelike facial expressions on own hardware, without paid 3D models.

Solution

Heads built in code with three.js, mouth movement computed from text and audio every 10 ms. The server renders on the GPU and streams video to a lightweight receiver.

Result

  • Lip sync accurate to 10 to 30 ms
  • 720p60 latency of about 83 ms
  • The receiver uses 16 MB instead of 382 MB of memory

My role

Character design, animation, lip sync and streaming.

Stack

three.jsWebGLPythonWebSocketH.264
gitcloud / work / agenci-ai
Own systems · 2026

AI agent team for operational work

Three agents with roles like in a company: correspondence and deadlines, infrastructure operations, modernization.

Runs daily, also at night

Task

Routine tasks (alerts, mail, deadlines, updates) took time every day, and a single general assistant mixed up responsibilities.

Solution

Each agent has its own role, skills and decision memory in PostgreSQL. Change proposals are reviewed by an agent council, and decisions that need a person land in the panel as cards with options. Every action is written to a log.

Result

  • Alerts resolved overnight, only a report in the morning
  • Cheap tasks on a light model, hard ones on a strong model
  • Full log of agent actions

My role

Architecture, agent code, runbooks and tests.

Stack

PythonFastAPIPostgreSQLpgvectorLLM API
gitcloud / work / platforma-isp
Platforms · 2026

GitCloud: operations platform for a network operator

One console for the network team: monitoring, automation, access and backups, with AI-assisted alerts.

Live, demo version on fictional data
Dashboard: team alerts and notifications
Dashboard: team alerts and notifications

Screenshots from the demo version: fictional operator, addresses from the RFC 5737 documentation ranges.

Task

The team worked across several separate tools, and the full picture of the network had to be assembled by hand.

Solution

A platform built from scratch: live panels, a device inventory across many sites, alerts grouped by AI, an in-house SSH certificate authority and verified backups. The demo runs on a fictional operator, with no real data.

Result

  • 56 console sections in one panel
  • Access via certificates valid for 12 hours instead of static keys
  • Alerts with ready diagnostic commands
  • Demo in an isolated, read-only environment

My role

Architecture, code, database and deployment.

Stack

PHPJavaScriptPostgreSQLSNMPNetFlowSSH CALoki
gitcloud / work / pilot-esp32
Own systems · 2026

IoT device on ESP32-S3 with a screen simulator

Firmware for a hardware panel: system status, alerts and commands under a rotary knob, connected over Bluetooth LE.

In daily use
Tile menu: server, backups, network, work, calendar
Tile menu: server, backups, network, work, calendar

Screenshots from the screen simulator: the same code as the firmware, labels translated to Polish for the screenshots, sample data (made-up services and track); the 320×170 screen shown at 4:1.

Task

A physical panel was needed to watch alerts and trigger quick actions, without storing any passwords on the device.

Solution

C++ firmware with an encrypted Bluetooth LE service. The server runs only allow-listed commands, and critical actions require a PIN. The simulator compiles the same code on a computer and compares screenshots on every build.

Result

  • Over 1,800 commits
  • 9.2 h on battery with the screen on
  • Every UI change verified with screenshots
  • No Wi-Fi and no passwords on the device

My role

Device design, firmware, server-side service and tests.

Stack

C++ESP32-S3PlatformIOBluetooth LEPython
gitcloud / work / zlecenia
Client work · 2026

Client work: a store on five domains, SEO and B2B data

Consecutive stages for a Shoper store running on five domains, and a B2B company database. All accepted by the clients.

Useme orders, all accepted
Stage 1 · Czech cart and an automated order test on five domains
Stage 1 · Czech cart and an automated order test on five domains

Illustrations on sample data (sklep.example, fictional products and companies). Clients' stores and companies, their data and addresses are not shown.

Deliveries 4

01Stage 1 · A cart that rejected orders from abroadMedical supplies store (Shoper, 5 domains)

TaskThe Shoper store runs on five domains (PL, CZ, SK, DE, RO). On the foreign versions the cart stopped at the order step with no error message, and contact details were not switched per language.

SolutionDiagnosis found a Google reCAPTCHA key registered only for the Polish domain and a syntax error in the store's custom script. The client added the domains following my instructions, the fixed script was deployed with a backup of the previous version, and everything was verified with an automated cart test on all domains.

  • Cart works on 5 domains
  • First foreign order right after the fix
  • Every change backed up and reversible
ShoperJavaScriptreCAPTCHAPlaywright
02Stage 2 · SEO audit during the migration to the Storefront themeMedical supplies store (Shoper, 5 domains)

TaskThe store moving to the new Storefront theme had an agency SEO audit (66 items). The recommendations had to be implemented without touching theme files without the owner's consent.

SolutionGoogle Tag Manager and GA4, the blog H1 and JSON-LD structured data (Organization, WebSite) added to the new theme. Meta tag patterns set according to the audit, with a backup of previous values. Completed items reported to the agency, and items needing consent described instead of applied.

  • 66 audit items reviewed and settled
  • Structured data and analytics in the new theme
  • Work accepted by the client
ShoperStorefrontSEOGA4Google Tag ManagerJSON-LDPlaywright
03Stage 3 · Country switcher and order tests on 5 domainsMedical supplies store (Shoper, 5 domains)

TaskCountries are language versions of one store on five domains. After moving to the new theme the version URLs worked, but a customer on the Polish store had no way to switch country. It also had to be confirmed that an order can be placed on every domain.

SolutionThe new theme lacked the country and language module from the old one. The standard Shoper language and currency module with flags was added to the header for desktop, tablet and phone, with no other changes and with rollback instructions. Switching between all countries tested on desktop and phone, and the full checkout tested on every domain up to the active final button, without placing fake orders.

  • Country switching works both ways on 5 domains
  • Checkout verified on 5 domains, no fake orders
  • One theme change, rollback in one step
  • Issues found in tests scoped for the next stage
ShoperStorefrontPlaywrighttesty ścieżki zakupu
04B2B company database for entering the Netherlands and BelgiumDistributor of finishing materials

TaskThe company planned to enter the Dutch and Belgian markets and needed a scored list of potential partners before the first contact.

SolutionA database built from company websites, with potential scoring and a shortlist of the best fits. Plus a competitor overview and draft messages in English (first contact and follow-up), respecting the client's limits on product claims. Everything in one Google Sheet with company, message and report tabs.

  • 30 companies (19 NL, 11 BE) with potential scoring
  • 12 best fits selected for first contact
  • Delivered on time and accepted on Useme
Google Sheetsresearch rynkulead generationB2B

What clients come with

The store did not accept orders from abroad, the new theme lost features and translations, and before entering a new market there was no list of partners.

How I work

The same method in every order: diagnosis and a fixed price, a backup before each change, an automated checkout test on every domain and a short change summary.

Result

  • Cart and checkout verified on 5 domains
  • 66 SEO audit items reviewed and settled
  • 30 B2B companies (19 NL, 11 BE) with potential scoring
  • Every change backed up and reversible

My role

Diagnosis, implementation, tests and client communication.

Stack

ShoperStorefrontJavaScriptPlaywrightSEOGoogle Sheets