Work

From AI systems handling 300+ tickets daily to custom developer tooling and enterprise platforms. Here is what I have built.

eCommerce · AI Engineering

Automation Support Responder

AI system processing 300+ customer tickets daily. Vector search for knowledge retrieval across thousands of past resolutions. Tool calling for autonomous order management - pulling details, checking shipping, generating coupons, processing returns. Confidence scoring routes tickets: auto-respond, human review, or escalate.

Stack:Claude API, Vector Search, Python, FastAPI
Impact:50% faster resolution, 85% automation rate
Vector search visualization
# shared-codex-config
skills/
  jira-skill/          # Jira ticket viewer + analysis
  bitbucket-skill/     # PR management + code review
  confluence-skill/    # Page viewer, in-doc search
  outlook-skill/       # Email, calendar, tasks (COM)
  laravel-workflow/    # Branch → commit → PR pipeline
  symfony-workflow/    # Same for Symfony projects
  php-testing/         # PHPUnit 11, Pest 3, TDD
  memory-skill/        # Cross-session context
  assistant-skill/     # Daily task tracking + suggestions
  backup-skill/        # Config backup & restore

agents/
  parallel-manager     # Multi-worktree task execution
  laravel-simplifier   # Code quality refinement
  code-explorer        # Fast codebase navigation
  research             # Web search + docs lookup
AI Developer Tools · Enterprise

AI Agent Skills & Configuration Framework

Built a shared configuration framework for AI coding agents (Claude Code, Codex) used across enterprise teams. 12 custom skills covering the full development lifecycle: Jira ticket management, Bitbucket PR workflows, Confluence documentation, Outlook integration, Laravel and Symfony development workflows with branch conventions and worktree management, PHP testing (PHPUnit 11, Pest 3), cross-session memory, and a personal work assistant that integrates with Jira, Confluence, and Outlook to learn project context. Integrates with Dev Orchestrator - agents can create isolated environments, run test suites, and validate changes before pushing. 4 specialized sub-agents for parallel task execution, code simplification, codebase exploration, and web research.

Agents:Claude Code, OpenAI Codex
Skills:12 custom (Jira, Bitbucket, Confluence, Outlook, Workflows...)
Sub-agents:4 (Parallel Manager, Simplifier, Explorer, Research)
Developer Tools · DevOps

Dev Orchestrator

Universal local CI/CD orchestrator for PHP projects. Built with Laravel Zero. 9-stage pipeline from branch validation through Docker services to server startup. Pre-push CI gate ensures tests always pass before code reaches the remote - no broken builds, no excuses. Multi-project orchestration with dynamic Docker Compose generation, Caddy reverse proxy with local domains, and a web dashboard with real-time SSE output. Designed for multi-agent development: agents can spin up isolated environments automatically, run tests in parallel worktrees, and merge results - all without human intervention.

Stack:PHP 8, Laravel Zero, Docker, Caddy, WSL2
Features:9-stage pipeline, multi-project, web dashboard
9-Stage Pipeline
1Validate branches
2Allocate ports
3Create worktrees (ext4)
4Merge branches
5Docker services (DB, mail)
6Generate config files
7Build projects
8Initialize database
9Start servers
OpenClaw Agent Skills
email-digest3 Gmail accounts, hourly
cold-outreach7 countries, auto-send
web-monitorCSS selectors, diff alerts
google-placesLead discovery
voice-pipelineWhisper + TTS + Twilio
github-issuesAuto-PR, review
google-calendarEvents, availability
AI Infrastructure · Automation

Multi-Agent Orchestration Platform

Built on OpenClaw. Autonomous agents running on schedules, communicating across Telegram, Discord, Gmail, and Google Calendar. Automated lead generation pipeline: Google Places API scraping, email discovery via Brave Search, personalized website mockup generation, and cold outreach across 7 countries. Heartbeat monitoring, multi-account email management, voice pipeline integration.

Stack:OpenClaw, Node.js, Anthropic API, Brave Search API
Scale:7 countries, 24/7 operation, hundreds of daily tasks
Voice AI · Real-time

Voice AI Pipeline

Personal project - end-to-end voice AI system built as part of my multi-agent platform. Whisper for real-time transcription, LLM for intent processing, Edge TTS for response generation, Twilio Media Streams for phone connectivity. Sub-2-second response time for natural phone conversations. Multiple personas configurable per use case - from personal assistant to sales outreach.

Stack:Whisper, Claude API, Edge TTS, Twilio, WebSocket
Performance:<2s latency, multiple personas
voice_pipeline.log
Live
[10:42:01] Incoming call from +48...
[10:42:02] Whisper Transcribing... done 340ms
[10:42:02] LLM Processing intent... done 620ms
[10:42:03] TTS Generating speech... done 280ms
[10:42:03] Twilio Streaming response...
Total latency: 1.24s
Enterprise · Oil & Energy

Enterprise Asset Management

IT Consultant at SMF Poland (German-based). Built comprehensive asset fault tracking for the energy sector - when equipment breaks down, a ticket opens, gets assigned, tracked, and resolved through the platform. The product itself does not contain AI. I led company-wide AI adoption for the development process: GDPR-compliant usage policies, data censoring before AI processing, .aiignore configurations, local LLM deployment for sensitive codebases.

Stack:Laravel, Symfony, Livewire, AWS, Docker
AI Governance:GDPR compliant, local LLM, .aiignore, data censoring

AI Development Governance @ SMF

  • Established GDPR-compliant AI usage policies
  • Implemented .aiignore for codebase protection
  • Deployed local LLM for sensitive data processing
  • Data censoring pipeline before AI processing
  • Led training for development team on responsible AI

Other Projects

Education SaaS (WEUPCODE)

Built an education SaaS platform as a contractor for a major Polish edtech company. Interactive learning platform with courses, assignments, and progress tracking. Vue.js frontend, Laravel backend. The team scaled to 25 people, generating $300K in revenue.

Vue.js, Laravel, Stripe

BenchCoders

Social media platform connecting candidates with companies and vice versa. AI-powered matching, profile analysis, and skill verification. Bridging the gap between talent discovery and hiring.

React, Node.js, Claude API

Cold Outreach Pipeline

Automated lead generation: Google Places scraping, email discovery via Brave Search, AI-generated website mockups, personalized SMTP outreach across multiple markets.

Node.js, Brave API, SMTP, Pixabay