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real-time-analytics

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An end-to-end data engineering pipeline that orchestrates data ingestion, processing, and storage using Apache Airflow, Python, Apache Kafka, Apache Zookeeper, Apache Spark, and Cassandra. All components are containerized with Docker for easy deployment and scalability.

  • Updated Feb 14, 2025
  • Python

This solution accelerator provides the architecture and working solution for real-time intelligence for operations. Key features include real-time dashboard, anomaly detection, and fabric data agent.

  • Updated Jul 19, 2026
  • Python

Professional Battery RUL Prediction System with Advanced Machine Learning - Predicting Remaining Useful Life (RUL) and State of Performance (SOP) of lithium-ion batteries using LSTM, Transformer, and Ensemble models with 95%+ accuracy. Features real-time analytics dashboard, REST API, and production-ready deployment.

  • Updated Jul 21, 2025
  • Python

Real-time fraud detection engine for M-Pesa mobile money — Kafka/Flink streaming, ML-based risk scoring, and explainable multi-signal checks (velocity, SIM swap correlation, mule networks) feeding an interaction-aware decision engine, with a full production pipeline from ingestion through dbt analytics.

  • Updated Jul 3, 2026
  • Python

This web app recommends trending movies and songs by analyzing real-time tweets using sentiment analysis. It fetches data from Spotify and TMDB, and sends personalized email updates to users.

  • Updated May 29, 2025
  • Python

🚦 Next-generation AI Traffic Management System with real-time computer vision, reinforcement learning optimization, emergency vehicle detection, and immersive 3D visualization

  • Updated Oct 14, 2025
  • Python

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