AI Agents are becoming easier to build. Making them reliable is the real challenge. 🤖
I've been spending more time learning about AI agents and workflow automation with n8n, LLMs, APIs and Python, and one thing is becoming increasingly clear:
I designed and developed a custom stock management web application for Saikoon Kitchen, built around the realities of daily kitchen operations. The platform lets staff organize inventory by supplier, search products quickly, monitor low-stock alerts, update quantities, and...
I built an interactive UK Playlist Intelligence Dashboard that transforms Spotify UK Top 50 playlist data into practical insights for artists, labels, and music marketing teams. The dashboard explores artist appearances, track popularity, collaborations, albums, explicit-content...
DocuMind AI is a local-first Retrieval-Augmented Generation (RAG) application that lets users upload documents and ask grounded questions about their content.
Built with Python, Streamlit, LangChain, FAISS, SentenceTransformers, and Ollama, the app supports PDF, DOCX, and TXT...