Martin Tuncaydin explores the engineering challenges behind AI-driven dynamic pricing in hotels, from real-time feature engineering to scaling revenue man…
Martin Tuncaydin explores how conversational AI and large language models are transforming online travel agencies beyond traditional chatbot limitations.
Martin Tuncaydin explores how agentic AI and multi-agent systems are transforming corporate travel management through autonomous negotiation, decision-mak…
Martin Tuncaydin explores how embedding-based architectures are transforming travel personalization beyond traditional collaborative filtering to anticipa…
Martin Tuncaydin explores how retrieval-augmented generation (RAG) architectures transform travel domain knowledge access, from fare rules to GDS taxonomi…
Martin Tuncaydin explores building real-time travel data platforms using Apache Kafka and Flink to capture booking events, inventory changes, and pricing …
Martin Tuncaydin shares lessons from building and deploying real-time flight delay prediction models at scale using air traffic control feeds, weather API…
Martin Tuncaydin explores the data engineering infrastructure behind AI-driven hotel pricing systems, focusing on feature pipelines and real-time rate opt…
Martin Tuncaydin shares his practical guide to fine-tuning open-source LLMs for travel industry applications using parameter-efficient techniques like LoR…
Martin Tuncaydin explores how graph databases naturally model travel networks, mapping routes, hubs, and connections across flights, trains, and multi-mod…
Martin Tuncaydin explores how artificial intelligence and machine learning can reduce the carbon intensity of travel through data infrastructure and algor…
Martin Tuncaydin explores how large language models are fundamentally transforming travel search beyond traditional filters, reimagining how travellers di…