travel technology
Why Travel Technology is the Next Frontier for AI Investment
Martin Tuncaydin explores why travel technology represents one of the most compelling opportunities for AI investment, despite being undervalued in ventur…
travel technology
data quality
How to Build Trust in Airline Schedule Data at Scale: A Data Quality Guide
Martin Tuncaydin shares his practitioner's guide to building data quality frameworks for airline schedule data at scale, ensuring trust in travel platform…
graph databases
Graph Databases for Travel: How to Map Routes, Hubs, and Connections Efficiently
Martin Tuncaydin explores how graph databases solve complex travel routing challenges that traditional relational databases can't handle, from multi-hop j…
llm fine-tuning
Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters
Martin Tuncaydin explores fine-tuning open-source LLMs like Mistral and Llama for travel technology using LoRA adapters to decode fare rules, GDS commands…
travel personalization
The Future of Personalization in Travel: AI-Powered Recommendations at Scale
Martin Tuncaydin explores how vector embeddings and real-time architectures are transforming travel personalization, moving beyond generic results to cont…
conversational ai
Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots
Martin Tuncaydin explores how conversational AI and large language models are transforming online travel agencies beyond traditional chatbot limitations.
llm fine-tuning
Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide
Martin Tuncaydin shares his practical guide to fine-tuning open-source LLMs for travel industry applications using parameter-efficient techniques like LoR…
graph databases
Graph Databases for Travel: How Martin Tuncaydin Maps Routes, Hubs, and Connections
Martin Tuncaydin explores how graph databases naturally model travel networks, mapping routes, hubs, and connections across flights, trains, and multi-mod…
sustainable travel
Sustainable Travel Tech: Using AI to Reduce Carbon Footprint in Global Travel
Martin Tuncaydin explores how artificial intelligence and machine learning can reduce the carbon intensity of travel through data infrastructure and algor…
large language models
How Large Language Models Are Reinventing Travel Search
Martin Tuncaydin explores how large language models are fundamentally transforming travel search beyond traditional filters, reimagining how travellers di…
conversational ai
Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots
Martin Tuncaydin explores how conversational AI in online travel agencies has evolved from basic FAQ bots to sophisticated trip-planning agents with LLM c…
agentic ai
Agentic AI Workflows: Transforming Corporate Travel Management with Multi-Agent Systems
Martin Tuncaydin explores how agentic AI and multi-agent systems are revolutionizing corporate travel management, moving beyond chatbots to autonomous wor…