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
- United miles award pricing: 2026 dynamic pricing at 1.3 cents per mile — points or cash? October 17, 2026
- Love Field vs DFW Private Jet: Verify Slot Rules and FBO Fees Before You Commit October 14, 2026
- How Kayak's Fare-Drop Predictions Work — and How to Verify Them Before Booking October 11, 2026
- Hyatt Place San Francisco Airport Shuttle: Free vs $25 Rideshare in 2026 October 8, 2026
- 2026 Domestic Flight Check-In: Start 60 Minutes Before Departure October 3, 2026
- American Airlines Checked Bag Weight: $200 at 51 LB—Repack or Pay September 30, 2026
- Chicago to Denver Flights: United $236 FareLock vs Book 2026 September 27, 2026
- San Francisco to New York Flights: $299 Lock at 21 Days vs $336 Wait September 24, 2026