Artificial Intelligence
PulseAI — Sentiment Analytics Dashboard
PulseAI is a real-time brand intelligence platform that ingests social media posts, app reviews, and support tickets, then classifies sentiment, extracts topics, and surfaces insights through an interactive dashboard. The core model is a fine-tuned BERT classifier trained on domain-specific data, wrapped in a production FastAPI serving layer with sub-100ms inference.
ML ModelsNLPData Analytics
2024
5 months
Confidential
Key Features
- Fine-tuned BERT Classifier: 94% accuracy on domain-specific sentiment classification
- Real-time Ingestion: Twitter, Reddit, Play Store, App Store, G2 reviews
- Topic Clustering: Automatic grouping of recurring themes and complaints
- Trend Alerts: Anomaly detection with Slack/email notifications
- Competitor Benchmarking: Compare brand sentiment against industry peers
- Export & Reports: Scheduled PDF reports with custom date ranges
Technology Stack
Framework
FastAPI + Next.js
Platform
Web / Cloud
Language
Python + TypeScript
App Type
Analytics Platform
Tools & Services
PyTorchHuggingFaceSupabaseRedisRecharts
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