I upgraded to Python 3.13 thinking it would be smooth sailing. Instead, I spent three days fixing breaking changes that nobody warned me about. Here's what broke, how I fixed it, and the lessons I learned the hard way.
Read MoreBuilding real-time voice interfaces requires low-latency speech recognition and seamless audio streaming. I've integrated OpenAI Whisper with WebRTC to create production-ready voice transcription systems that work in browsers without plugins.
Read MoreRetrieval-Augmented Generation (RAG) has become the go-to approach for building AI applications that need accurate, contextual responses. I've built several RAG systems in production, and here's what I learned about making them reliable, fast, and maintainable.
Read MoreVoIP systems generate massive amounts of log data. I've built Python scripts that automatically parse, analyze, and alert on Asterisk logs, helping identify issues before they impact users.
Read MoreInterested in Python solutions? Let's discuss how I can help with your project.