🎭 BERT fine-tuned on 120K+ samples for audience intelligence. 98.78% Val F1, cross-cultural nuance detection (75.9% vs 61-67% baselines). 8-agent validation pipeline. ACL/EMNLP 2026. Python, PyTorch, Hugging Face.

End-to-end YouTube Audience Intelligence Platform leveraging Hugging Face Transformers, FastAPI, and Ollama to convert audience feedback into actionable creator insights.

Complete example: build a DOOH advertising agent using Trillboards MCP server and REST APIs. Free tier, 38 tools, real-time audience signals.

Quantcast is a San Francisco-headquartered digital advertising and audience intelligence company founded in 2006. Its flagship offering is the Quantcast Platform, an AI-driven demand-side platform (DSP) for programmatic display, video, CTV, audio, mobile, and native advertising, powered by the company's proprietary Audience Graph and Ara AI…

Audience intelligence for Twitch and live creator campaigns — chat analysis, audience overlap, campaign planning and reporting.

Enterprise audience intelligence at scale. RFM analysis, 6 clustering algorithms, CLV, churn detection, lookalikes, neural networks. Process 1M+ customers in <1s.