Overview
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Learn to build a lightweight GenAI-powered system that analyzes gameplay footage and provides real-time coaching feedback in natural language in this 20-minute conference talk from AWS re:Invent 2025. Discover how to create an interactive gaming coach without requiring SDKs or engine modifications, using only video, voice, and AWS services. Explore the integration of Amazon Rekognition for visual cue detection, Amazon Transcribe for in-game voice analysis, and Amazon Bedrock for intelligent feedback generation to transform raw gameplay into structured insights. Master techniques for combining multimodal data including video frames, audio, and contextual information through effective prompt engineering to build an interactive gameplay review system that can analyze short clips and deliver actionable improvement suggestions.
Syllabus
AWS re:Invent 2025 - GenAI game coach: Real-time gameplay feedback (DEV201)
Taught by
AWS Events