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Martin Tuncaydin

Data, AI & engineering executive solving complex travel technology issues worldwide.

Joined on Feb 28, 2026

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38 posts published

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AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Revenue Management Systems

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Martin Tuncaydin

Martin Tuncaydin

AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Revenue Management Systems

#dynamicpricing #hotelrevenuemanagement #dataengineering #aiinhospitality

7 min read

Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots

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Martin Tuncaydin

Martin Tuncaydin

Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots

#conversationalai #traveltechnology #chatbots #onlinetravelagencies

7 min read

Agentic AI Workflows: The Next Evolution in Corporate Travel Management

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Martin Tuncaydin

Martin Tuncaydin

Agentic AI Workflows: The Next Evolution in Corporate Travel Management

#agenticai #corporatetravel #aiworkflows #travelmanagement

7 min read

Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's Guide

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Martin Tuncaydin

Martin Tuncaydin

Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's Guide

#ragarchitecture #traveltechnology #knowledgemanagement #naturallanguageprocessing

7 min read

Building Travel Copilots with OpenAI's Assistants API: Function Calling and Persistent Threads

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Martin Tuncaydin

Martin Tuncaydin

Building Travel Copilots with OpenAI's Assistants API: Function Calling and Persistent Threads

#openai #traveltechnology #aiassistants #functioncalling

7 min read

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

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Martin Tuncaydin

Martin Tuncaydin

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

#llm #finetuning #traveltechnology #lora

7 min read

Event-Driven Microservices for Booking Systems: Saga Patterns and Eventual Consistency in Travel Technology

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Martin Tuncaydin

Martin Tuncaydin

Event-Driven Microservices for Booking Systems: Saga Patterns and Eventual Consistency in Travel Technology

#eventdrivenarchitecture #microservices #sagapattern #traveltechnology

7 min read

Open-Source Tools Every Travel Technologist Should Know

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Martin Tuncaydin

Martin Tuncaydin

Open-Source Tools Every Travel Technologist Should Know

#opensource #traveltechnology #softwareengineering #api

7 min read

The Modern Travel Data Stack in 2025: How Leading OTAs Architect Their Warehouse Layer

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Martin Tuncaydin

Martin Tuncaydin

The Modern Travel Data Stack in 2025: How Leading OTAs Architect Their Warehouse Layer

#dataarchitecture #traveltechnology #datawarehouse #ota

8 min read

Generative AI for Travel Content: How Martin Tuncaydin Navigates Opportunity and Risk

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Martin Tuncaydin

Martin Tuncaydin

Generative AI for Travel Content: How Martin Tuncaydin Navigates Opportunity and Risk

#generativeai #travelcontent #aitraveltechnology #contentmarketing

6 min read

Building a Real-Time Travel Data Platform with Apache Kafka and Flink

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Martin Tuncaydin

Martin Tuncaydin

Building a Real-Time Travel Data Platform with Apache Kafka and Flink

#apachekafka #apacheflink #realtimedata #traveltechnology

8 min read

Why Travel Technology is the Next Frontier for AI Investment

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Martin Tuncaydin

Martin Tuncaydin

Why Travel Technology is the Next Frontier for AI Investment

#traveltechnology #aiinvestment #ai #travelindustry

6 min read

MLOps in Travel: From Notebook to Production in 30 Days

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Martin Tuncaydin

Martin Tuncaydin

MLOps in Travel: From Notebook to Production in 30 Days

#mlops #traveltechnology #machinelearning #hotelranking

7 min read

Flight Delay Prediction with Machine Learning: Lessons from Production

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Martin Tuncaydin

Martin Tuncaydin

Flight Delay Prediction with Machine Learning: Lessons from Production

#machinelearning #aviation #flightdelayprediction #productionsystems

7 min read

Building Travel Copilots with OpenAI's Assistants API: A Practitioner's Guide to Agent-Driven Booking Desks

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Martin Tuncaydin

Martin Tuncaydin

Building Travel Copilots with OpenAI's Assistants API: A Practitioner's Guide to Agent-Driven Booking Desks

#openaiassistantsapi #traveltechnology #conversationalai #b2btravel

8 min read

The NDC Revolution and What It Means for Data Engineers in Travel Tech

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Martin Tuncaydin

Martin Tuncaydin

The NDC Revolution and What It Means for Data Engineers in Travel Tech

#ndc #dataengineering #airlinetechnology #traveltech

6 min read

The Future of Personalization in Travel: AI-Powered Recommendations at Scale

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Martin Tuncaydin

Martin Tuncaydin

The Future of Personalization in Travel: AI-Powered Recommendations at Scale

#travelpersonalization #recommendationsystems #aiintravel #collaborativefiltering

7 min read

Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's View

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's View

#rag #traveltechnology #knowledgemanagement #retrievalaugmentedgeneration

7 min read

Building a Real-Time Travel Data Platform with Apache Kafka and Flink

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Building a Real-Time Travel Data Platform with Apache Kafka and Flink

#apachekafka #apacheflink #realtimedata #traveltechnology

6 min read

Flight Delay Prediction with Machine Learning: Lessons from Production

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Flight Delay Prediction with Machine Learning: Lessons from Production

#machinelearning #flightdelayprediction #aviation #realtimesystems

8 min read

AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines

#dynamicpricing #hoteltechnology #dataengineering #machinelearning

7 min read

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide

#llmfinetuning #traveltechnology #opensourceai #loraadapters

8 min read

Graph Databases for Travel: How Martin Tuncaydin Maps Routes, Hubs, and Connections

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Martin Tuncaydin

Martin Tuncaydin

Graph Databases for Travel: How Martin Tuncaydin Maps Routes, Hubs, and Connections

#graphdatabases #traveltechnology #dataarchitecture #networkmodeling

8 min read

Sustainable Travel Tech: Using AI to Reduce Carbon Footprint in Global Travel

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Martin Tuncaydin

Martin Tuncaydin

Sustainable Travel Tech: Using AI to Reduce Carbon Footprint in Global Travel

#sustainabletravel #ai #carbonfootprint #traveltechnology

6 min read

How Large Language Models Are Reinventing Travel Search

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Martin Tuncaydin

Martin Tuncaydin

How Large Language Models Are Reinventing Travel Search

#largelanguagemodels #traveltechnology #travelsearch #aiintravel

6 min read

Data Quality at Scale: Building Trust in Airline Schedule Data Pipelines

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Martin Tuncaydin

Martin Tuncaydin

Data Quality at Scale: Building Trust in Airline Schedule Data Pipelines

#dataquality #airlinetechnology #traveldatapipelines #dataengineering

7 min read

Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots

#conversationalai #traveltechnology #chatbots #onlinetravelagencies

7 min read

Agentic AI Workflows: Transforming Corporate Travel Management with Multi-Agent Systems

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Martin Tuncaydin

Martin Tuncaydin

Agentic AI Workflows: Transforming Corporate Travel Management with Multi-Agent Systems

#agenticai #corporatetravelmanagement #multiagentsystems #traveltechnology

10 min read

The Modern Travel Data Stack in 2025: How Leading OTAs Build Their Analytics Foundation

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

The Modern Travel Data Stack in 2025: How Leading OTAs Build Their Analytics Foundation

#traveldatastack #otaanalytics #dataarchitecture #traveltechnology

7 min read

MLOps in Travel: Deploy Machine Learning Models from Notebook to Production in 30 Days

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

MLOps in Travel: Deploy Machine Learning Models from Notebook to Production in 30 Days

#mlops #traveltechnology #machinelearning #deployment

8 min read

Open-Source Tools Every Travel Technologist Should Know in 2024

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Open-Source Tools Every Travel Technologist Should Know in 2024

#opensource #traveltechnology #api #softwaredevelopment

6 min read

Generative AI for Travel Content: Balancing Opportunity and Risk in Tourism Marketing

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Generative AI for Travel Content: Balancing Opportunity and Risk in Tourism Marketing

#generativeai #traveltechnology #contentcreation #seo

7 min read

Event-Driven Microservices for Booking Systems: Managing Distributed Transactions at Scale

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Event-Driven Microservices for Booking Systems: Managing Distributed Transactions at Scale

#microservices #eventdrivenarchitecture #distributedtransactions #bookingsystems

7 min read

Flight Delay Prediction with Machine Learning: Lessons from Production

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Flight Delay Prediction with Machine Learning: Lessons from Production

#machinelearning #aviation #flightdelayprediction #productionsystems

7 min read

Building Travel Copilots with OpenAI's Assistants API: A Practitioner's Guide for B2B Travel Desks

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Building Travel Copilots with OpenAI's Assistants API: A Practitioner's Guide for B2B Travel Desks

#openaiassistantsapi #traveltechnology #aicopilots #b2btravel

6 min read

Agentic AI Workflows: The Next Evolution in Corporate Travel Management

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Agentic AI Workflows: The Next Evolution in Corporate Travel Management

#agenticai #corporatetravelmanagement #autonomoussystems #digitaltransformation

8 min read

Why Travel Technology is the Next Frontier for AI Investment

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

Why Travel Technology is the Next Frontier for AI Investment

#traveltech #ai #investment #dataengineering

7 min read

The NDC Revolution and What It Means for Data Engineers

airtruffle profile

Martin Tuncaydin

Martin Tuncaydin

The NDC Revolution and What It Means for Data Engineers

#traveltech #ndc #airlines #dataengineering

8 min read

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