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
- SFO-LAX Model Saved 7% Across 18,400 Searches in 2026 September 5, 2026
- 2026 Delta Platinum $15K Default vs $20K Gap: Run or Buy? September 4, 2026
- American AAdvantage Award Pricing: 78% Swing, 1.5¢ Break-Even September 2, 2026
- AF378 CDG–JFK: 90-Day Fare Curve, $412→$638, $55 Rebook Fee September 1, 2026
- Amsterdam Hyatt Award Chart vs 2026 Rates: Decision Table August 30, 2026
- Southwest Anytime vs WGA: $55 Premium, 15% Breakeven August 29, 2026
- LGA vs JFK vs EWR to Midtown: The Hour-by-Hour Data August 27, 2026
- Four Ways to Book Mobile Mardi Gras 2026: From 25K Points August 26, 2026