Coming soon on this blog

Jens
Written by Jens on
Coming soon on this blog

I have some exciting projects and topics in the pipeline that I will be documenting here on this blog soon. Stay tuned for in-depth articles, tutorials, and insights into these areas.

Projects I am working on or planning to document

  • AI-powered Research & Reporting Agent with Langchain
  • AI-based Web Scraper
  • Identification of Defective Products with Machine Learning
  • Supply Chain Management Simulation
  • SmartCampus Application Project
  • IT System Modeling for an App
  • Digital Sticker Scavenger Hunt (”Nett-Hier”) Platform
  • Inflation Forecast with Machine Learning
  • resume latex template

Topics to be covered

  • New Agent Builder N8n konkurrent by openai
  • AI and Machine Learning
    • Prompt Engineering for LLMs (effective prompting patterns for LangChain, OpenAI, etc.)
    • Vector Databases & Semantic Search (Pinecone, Weaviate, FAISS)
    • Agentic Workflows (multi-agent systems for problem solving)
    • Explainable AI (XAI) (making ML results transparent for compliance & trust)
  • Digital Twins of Organizations (DTOs) -> Simulating business processes and systems
  • Hyperautomation (combining BPM, RPA, AI for end-to-end automation)
  • Low-Code/No-Code Platforms (N8N, Make, Power Automate)
  • Document Processing with AI (OCR + NLP for invoices, contracts, forms)
  • DevOps & CI/CD Pipelines (GitHub Actions, Docker, Kubernetes basics)
  • AI in Automation -> Intelligent Process Automation (IPA)
  • Decision Automation & Business Rules Engines (Drools, Camunda DMN)
  • AI Enhanced BPM (using AI to optimize and adapt business processes)
  • Cheat Sheets for Tools and Frameworks (LangChain, N8N, Pinecone, Weaviate, etc.)
  • Tool Showcase: Apple Spotlight for Windows -> Flowlauncher https://github.com/Flow-Launcher/Flow.Launcher?tab=readme-ov-file
  • Tool Review: Openclaw https://www.youtube.com/watch?v=ssYt09bCgUY
  • Tool Review: Traycer
  • Python Basic Libraries for every project: logging, pathlib, … https://www.youtube.com/watch?v=cXl-AUXHHZYw

Stay tuned for detailed posts on each of these exciting projects!

Jens

Jens

Content creator for this blog and user of this Jekyll template. I love to tackle problems with creative coding solutions and automations.

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