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Über Prem

Head of Data and ML experienced in designing, implementing, and managing large-scale data infrastructure. Skilled in ETL, data modeling, and cloud computing


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Beiträge
🎵 Building Apple Music's Recommendation Engine I reverse-engineered Apple Music's recommendation system! Here's the blueprint: 🏗️ System Architecture: Real-time Ingestion: Apache Kafka captures user events (plays, skips, likes) Stream Processing: Spark analyzes listening patterns and sessions ML Core: PyTorch model with user/song embeddings Fast Storage: Redis for instant embedding lookups...

🎵 Building Apple Music's Recommendation Engine

Nov 03, 2025
104 Aufrufe
https://towardsdev.com/my-senior-data-engineer-interview-experience-at-smartnews-8ed43d14e0d4?postPublishedType=repub

My Senior Data Engineer Interview Experience at SmartNews

Nov 02, 2025
118 Aufrufe
Databricks Performance Boost: Deletion Vectors & Liquid Clustering Explained Databricks introduces two powerful features that revolutionize Delta Lake performance! Here's what every data professional needs to know: 🚀 Key Performance Features: 🗑️ Deletion Vectors - Faster Data Operations What: A revolutionary approach to handling DELETE/UPDATE/MERGE operations How: Instead of rewriting enti...

Databricks Performance Boost: Deletion Vectors & Liquid Clustering Explained

Nov 02, 2025
154 Aufrufe
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