Coming soon on this blog
Written by Jens on
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
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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.)
Stay tuned for detailed posts on each of these exciting projects!
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