# ColdFlameUs LLC

> ColdFlameUs LLC is an AI-powered travel intelligence platform focused on flight price prediction and travel optimization. The platform uses machine learning, real-time fare data, and AWS cloud infrastructure (Amazon S3, AWS Lambda, Amazon SageMaker) to forecast flight prices and help travelers book at the optimal moment.

## Company

- Name: ColdFlameUs LLC
- Website: https://coldflameus.com
- Contact: jimmy@coldflameus.com
- Industry: AI / Travel Technology
- Stage: Early-stage startup

## Products

- Flight Price Prediction — ML-based forecasts of how fares will move over coming days and weeks.
- Real-Time Deal Detection — Continuous scanning of global fare feeds for sudden price drops and mistake fares.
- AI Travel Assistant — Conversational planning, itinerary comparison, and optimal booking-window guidance.

## Technology

- Cloud: AWS (multi-region)
- Storage: Amazon S3 (raw fare feeds, training datasets, model artifacts)
- Compute: AWS Lambda (event-driven ingestion, serverless APIs)
- ML: Amazon SageMaker (training, hyperparameter tuning, real-time inference)
- Scale: 10,000+ routes monitored, 50M+ daily fare events, sub-100ms inference target

## Pages

- [Home](https://coldflameus.com/): Company overview, product, technology, data & scale, vision.
- [Contact](https://coldflameus.com/contact): Email and inquiry information.