News

Knowledgebase RAG System Launch: Intelligent Chatbot Integration Available

11.01.2026

Announcement personal project

On January 11, 2026, the Knowledgebase RAG System for the PSZ website was successfully released. The system provides intelligent question-answering functionality for the chatbot through integration of documents, FAQs, and news articles.

Main Features:

• RAG-based answer generation with OpenAI GPT-4o-mini
• Vector search in documents for context-based answers
• FAQ and news integration for extended search
• TOON format for efficient context formatting
• Automatic storage of unanswered questions
• Document Management System integration
• Multi-language support

The system uses Retrieval-Augmented Generation (RAG) technology to generate intelligent answers based on existing documents. The chatbot prioritizes FAQ matches, then uses the knowledgebase for detailed answers, and falls back to news articles as an additional information source.

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Time Management System Launch: Complete Time Tracking Solution Available

10.01.2026

Announcement customer project

On January 10, 2026, the Time Management System was successfully implemented for a potential customer. The system provides a comprehensive solution for time tracking, absence management, overtime management, reports, and export functionality.

Main Features:

• Clock in/out with break management
• Absence requests with approval workflow
• Sick leave and vacation management
• Calendar view with overview
• Monthly reports and evaluations
• Overtime calculation and compensation
• Export functions for various formats
• Notifications and settings

The system was developed as a customer project and is closely integrated with the Human Resources System. It provides an intuitive user interface for employees and managers to manage all time-related processes.

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Human Resources System Launch: Comprehensive HR Management Solution Available

10.01.2026

Announcement customer project

On January 10, 2026, the Human Resources System was successfully implemented for a potential customer. The system provides a complete solution for personnel management, onboarding, training, workforce planning, analytics, and reporting.

Main Features:

• Employee management with full CRUD operations
• Onboarding processes with task management
• Training and qualification management
• Workforce planning and shift scheduling
• Analytics and KPI dashboards
• Recruitment management and job postings
• Performance reviews and career planning
• Compensation systems and working time models

The system was developed as a customer project and provides a modern, user-friendly interface for all HR processes. With over 30 Livewire components and extensive services, it covers all areas of personnel management.

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Book Writing System Launch: AI-Powered System for Literary Works Available

07.01.2026

Announcement personal project

On January 7, 2026, the Book Writing System for the PSZ website was successfully released. The system provides a comprehensive solution for managing literary works, world building, and character development.

Main Features:

• Manage literary works (novels, novellas, short stories)
• World building with multiple worlds and timepoints
• AI-powered episode extraction from text
• Character development with skills, knowledge, and development arcs
• World events with public and true versions
• AI-generated book covers and page illustrations

The system enables authors to manage multiple literary works in shared worlds, create consistent timelines, and track character development over time. With AI integration, book covers and illustrations can be automatically generated.

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TikTok App Launch: Complete Social Media Management Solution Available

06.01.2026

Announcement personal project

On January 6, 2026, the TikTok App for the PSZ website was successfully released. The app provides a comprehensive solution for managing TikTok channels and content creation.

Main Features:

• Create and manage channels
• Secure linking with TikTok accounts via OAuth 2.0
• Content creation and planning
• Automated video generation with AI
• Upload plans for scheduled publications
• Channel concepts and video ideas with RTCROS

The app is directly integrated into the PSZ website and enables users to centrally manage their TikTok presence. With the complete integration of all previous features, the app offers a seamless experience for creating, planning, and publishing TikTok content.

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Sora 2 Automatic Video Generation: AI-Powered Video Creation with Various Inputs

06.01.2026

Announcement personal project

On January 6, 2026, automatic video generation with Sora 2 was successfully implemented. The system enables automatic video generation with Sora 2 and direct posting to TikTok.

Supported Input Types:

• Text prompts
• Images
• Other videos as templates
• URLs to existing videos

The system utilizes Sora 2's advanced AI capabilities to create high-quality videos that are then automatically published on TikTok. This enables fully automated content creation and publishing.

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TikTok Video Upload and Upload Plans: Automated Video Publishing

05.01.2026

Announcement personal project

On January 5, 2026, the functionality for uploading videos to TikTok and creating upload plans was successfully implemented.

Main Features:

• Direct upload of videos to TikTok
• Creation of upload plans for time-scheduled publishing
• Full integration with the TikTok API
• User-friendly interface for management

This enables efficient planning and automation of video publishing on TikTok.

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Channel Concepts and Video Ideas with RTCROS: Advanced Content Planning Implemented

04.01.2026

Announcement personal project

On January 4, 2026, the functionality for creating channel concepts and video ideas with RTCROS was successfully implemented.

RTCROS System:
The RTCROS (Real-Time Content Recommendation and Optimization System) optimizes video ideas based on structured channel concepts.

Features:

• Creation of structured channel concepts
• Automatic generation of optimized video ideas
• Intuitive user interface for management
• Efficient preparation of TikTok videos

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TikTok OAuth Integration: Secure Account Linking Implemented

04.01.2026

Announcement personal project

On January 4, 2026, the TikTok OAuth integration was successfully integrated into the Social Media Management System.

Security Features:

• OAuth 2.0 for secure account linking
• Authorization Code Flow with CSRF State Token Protection
• Automatic encryption and storage of credentials

The integration is directly embedded in the Channel Infos Management, allowing users to link their TikTok accounts with just a few clicks. This is the first step towards full automation of TikTok video creation and publishing.

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Development and Continuous Integration: Automated Development and Integration

18.11.2025

Announcement

On November 18, 2025, the development and continuous integration of PSZ was successfully implemented.

Implemented Features:

• Automatic versioning
• Testing and deployment with GitHub Actions
• Automatic fixing of weaknesses via Dependabot workflow

Report Issue Form Integration: Form for Reporting Issues

17.11.2025

Announcement

On November 17, 2025, the report issue form of PSZ was successfully integrated. The form allows visitors to report issues or suggestions for the website.

Features:

• Fully implemented with modern technologies
• Optimal user experience
• Automatic synchronization with a GitHub project

Accessibility Features: Improved Accessibility for PSZ

16.11.2025

Announcement

On November 16, 2025, accessibility features for PSZ were successfully implemented. These features allow visitors to use the website accessibly.

Available Features:

• Grayscale mode
• Highlight links
• Highlight headings
• Change line spacing
• Change character spacing
• Bold font
• Larger cursor
• Text size control

The features are fully implemented with modern technologies and offer an optimal user experience.

Frequently Asked Questions: Answers to Frequently Asked Questions

16.11.2025

Announcement

On November 16, 2025, I successfully implemented a series of frequently asked questions (FAQ) for my private projects. These features allow visitors to find out about the most common questions regarding my projects and get answers to them.

The FAQ covers topics related to the services, projects, and expertise that I personally present in my projects. The implementation is based on modern technologies to ensure a user-friendly and smooth experience.

RSS Feed Implementation: RSS Feed for PSZ

16.11.2025

Announcement

On November 16, 2025, the RSS feed for PSZ was successfully implemented. The RSS feed allows visitors to read the latest news and updates from PSZ.

Chatbot Integration: Chatbot for PSZ

16.11.2025

Announcement

On November 16, 2025, the chatbot for PSZ was successfully implemented. The chatbot allows visitors to communicate with PSZ.

Current Status:
The chatbot is currently not connected to an AI agent and answers only the most frequently asked questions.

Contact Form Integration: Form for Contact with PSZ

16.11.2025

Announcement

On November 16, 2025, the contact form of PSZ was successfully integrated. The form allows visitors to contact PSZ and provide feedback.

The form is fully implemented with modern technologies and offers an optimal user experience.

Website Launch: Digital Presence for PSZ

15.11.2025

Announcement

On November 15, 2025, I successfully launched the basic website for my private projects. The site serves to showcase my personal projects, services, and expertise.

Key Features:

• Comprehensive overview of various initiatives
• Modern, user-friendly design
• Full multilingual support (German, English, French, Italian, Spanish, Polish, and Russian)
• Accessibility and data protection
• Optimal user experience

The website is aimed at an international audience and is the central platform for making my projects accessible to a wide audience.

AI-Powered ERP System for the Waste Management Industry

15.11.2025

Project academic

I am currently working on an innovative ERP system as part of my master's thesis that integrates artificial intelligence into corporate planning. This private project aims to create solutions specifically designed for the circular economy.

Technology and Goals:

• Modern AI technologies for process optimization
• Predictions and automated decisions
• Increased efficiency for companies in the waste management industry
• Cost reduction and more sustainable business models

This project combines my in-depth knowledge of the industry with innovative technology and represents an important step in the implementation of my master's thesis.

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TikTok Automation Tool: AI-Powered Video Generation

15.11.2025

Project personal project

Another exciting project from PSZ is the development of an automated tool for creating TikTok videos using artificial intelligence.

Technology Stack:

• OpenAI's GPT models for content generation
• Sora for video generation
• Python for automation workflows

Features:

• Automatic creation of engaging videos
• Automatic publishing on TikTok
• Engagement management through AI-generated comments

This personal project demonstrates the diverse applications of AI in content creation and social media management.

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Company Foundation: PSZ Takes Off

01.11.2025

Announcement

PSZ was officially founded on November 1, 2025. I mainly present my private projects here. I specialize in project management and software development for the waste disposal and recycling industry.

Bachelor Thesis: Prototypical Development of Company Software with Integrated Customer Portal

31.08.2022

Project academic

This bachelor thesis project combined theoretical research with practical implementation, focusing on modern DevOps practices and digital transformation.

Research Focus:

• DevOps principles
• Software development methodologies
• Web application architecture

Measurable Improvements:

• 40% reduction in error rates
• 60% reduction in customer inquiries
• 50% improvement in document processing time

The thesis provides valuable insights into the benefits and challenges of DevOps implementation and digital transformation initiatives.

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DevOps Pipeline and Digital Customer Portal for Recycling Industry

15.06.2022

Project academic

This academic practical project focused on building a modern DevOps pipeline and implementing a comprehensive digital customer portal for a medium-sized recycling company.

Solution Components:

• Complete CI/CD pipeline using GitLab and TeamCity
• Containerization with Docker
• Modular customer portal built with Laravel

Portal Modules:

• Weighing
• Disposition
• Contracts
• Accounting
• Controlling
• Master data self-service

Results showed significant improvements in deployment efficiency, customer satisfaction, and operational processes.

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