Liam Crawford
Editor at getmtp.com
Liam Crawford is a PhD candidate in Computer Science at Stanford University, specializing in AI-driven travel optimization. His research focuses on developing machine learning models for dynamic fare prediction and designing algorithms for personalized itinerary planning. Deep experience. Intellectual curiosity.
Editorial standards
Our editorial standards are built on an unwavering commitment to accuracy, independence, and integrity: every piece of content is rigorously fact-checked against primary sources, subjected to multiple layers of editorial review, and held to the highest standards of clarity, fairness, and transparency, ensuring that readers receive trustworthy, well-reasoned information free from bias, conflicts of interest, or sensationalism.
Questions? Contact the editorial desk.
Recent articles by Liam Crawford
- When to book SFO–London flights in 2026: check the 14-day fare forecast November 7, 2026
- Southwest Travel Funds: Check the Expiration Date Before Rebooking November 4, 2026
- LAX-SYD 2026 A350 capacity: how to verify shoulder fares before booking November 1, 2026
- DCA Terminal B construction: verify American fare premiums before booking October 29, 2026
- Centurion Lounge Rules 2026: Amex Platinum Guest & Layover Checks at JFK, LAX, ORD October 26, 2026
- United 2026 award pricing: a $312 cash-vs-miles test at 1.3¢ per mile October 23, 2026
- How to Pay a Costco Bill With a Citi Card: 1x–5x Rewards or Not October 20, 2026
- United miles award pricing: 2026 dynamic pricing at 1.3 cents per mile — points or cash? October 17, 2026