9 articles

📰 Dev.to · Martin Tuncaydin

Articles from Dev.to · Martin Tuncaydin · 9 articles · Updated every 3 hours · View all reads

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Flight Delay Prediction with Machine Learning: Lessons from Production
Dev.to · Martin Tuncaydin 4d ago
Flight Delay Prediction with Machine Learning: Lessons from Production
Martin Tuncaydin shares lessons from building and deploying real-time flight delay prediction models at scale using air traffic control feeds, weather API…
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AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines
Dev.to · Martin Tuncaydin 6d ago
AI-Driven Dynamic Pricing in Hotels: A Data Engineer's Deep Dive into Feature Pipelines
Martin Tuncaydin explores the data engineering infrastructure behind AI-driven hotel pricing systems, focusing on feature pipelines and real-time rate opt…
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Data Quality at Scale: Building Trust in Airline Schedule Data Pipelines
Dev.to · Martin Tuncaydin 2w ago
Data Quality at Scale: Building Trust in Airline Schedule Data Pipelines
Martin Tuncaydin explores how to build systematic trust in airline schedule data pipelines at scale, addressing the unique challenges of travel technology…
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MLOps in Travel: Deploy Machine Learning Models from Notebook to Production in 30 Days
Dev.to · Martin Tuncaydin 3w ago
MLOps in Travel: Deploy Machine Learning Models from Notebook to Production in 30 Days
Martin Tuncaydin shares how travel technology teams can deploy ML models to production in 30 days using MLOps practices, overcoming unique challenges in h…
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Generative AI for Travel Content: Balancing Opportunity and Risk in Tourism Marketing
Dev.to · Martin Tuncaydin 1mo ago
Generative AI for Travel Content: Balancing Opportunity and Risk in Tourism Marketing
Martin Tuncaydin explores how the travel industry can harness generative AI for content creation while mitigating risks like factual accuracy and search p…
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Event-Driven Microservices for Booking Systems: Managing Distributed Transactions at Scale
Dev.to · Martin Tuncaydin 1mo ago
Event-Driven Microservices for Booking Systems: Managing Distributed Transactions at Scale
Martin Tuncaydin explores event-driven architecture for travel booking systems, covering sagas, eventual consistency, and the outbox pattern for managing …
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Flight Delay Prediction with Machine Learning: Lessons from Production
Dev.to · Martin Tuncaydin 1mo ago
Flight Delay Prediction with Machine Learning: Lessons from Production
Martin Tuncaydin shares hard-won lessons from building production-grade flight delay prediction models, navigating incomplete aviation data, and earning o…
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Why Travel Technology is the Next Frontier for AI Investment
Dev.to · Martin Tuncaydin 1mo ago
Why Travel Technology is the Next Frontier for AI Investment
Martin Tuncaydin explores why travel technology represents an unprecedented opportunity for AI investment, examining market fragmentation and data richnes…
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The NDC Revolution and What It Means for Data Engineers
Dev.to · Martin Tuncaydin 1mo ago
The NDC Revolution and What It Means for Data Engineers
Martin Tuncaydin explores how IATA's NDC standard is transforming airline distribution and what this API-first shift means for travel technology data engi…
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