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.
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Recent articles by Liam Crawford
- 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
- Delta Upgrade Chances: Atlanta to Austin Flight 1057 Bump vs Buy September 21, 2026
- united flight attendant uniforms September 18, 2026
- Dallas to London Flights: American Airlines $650 vs $580 Book or Wait 2026 September 15, 2026
- Detroit to New York Flights: JetBlue 20% Dip Book vs Wait September 12, 2026
- Frontier flight change fee: $99 pay now vs wait 96 hours September 9, 2026
- SFO-LAX Model Saved 7% Across 18,400 Searches in 2026 September 5, 2026