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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. The Architecture I Used to Build Speakroom, an AI Voice Language Practice App

    A solo developer built Speakroom, an AI-powered language practice app, using a Python/React architecture with FastAPI, React, Vite, and Postgres. The app allows users to practice speaking a chosen language on a selected theme with an AI and receive real-time conversational feedback. Separately, another developer created a voice AI agent system for technical support using Asterisk, LLMs, and RAG, integrating telephony with AI for automated customer assistance. AI

    The Architecture I Used to Build Speakroom, an AI Voice Language Practice App

    IMPACT Demonstrates practical application of AI in voice-based products and customer support systems.