Loren Rogers

Product manager and builder with 10+ years spanning UX design, product management, and hands-on AI product development.

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RadioIntel

projectsPythonFastAPIWhisperRTL-SDRSQLite

About

RadioIntel is a software-defined radio monitoring tool that captures live public safety FM broadcasts, demodulates them, transcribes the audio using OpenAI Whisper, and summarizes activity with LLMs. It runs on commodity RTL-SDR hardware and serves results through a web-based dashboard for browsing and searching transcripts.

How It Works

A Python pipeline handles the full chain: RTL-SDR capture, FM demodulation, chunked audio recording, Whisper transcription, and LLM summarization. Transcripts are stored in SQLite with full-text search. The web UI — built with FastAPI — provides a real-time feed of activity and a searchable archive.

Built as a personal project at the intersection of amateur radio and AI tooling.