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henrydrp10/README.md

Hello everyone! 👋

My name is Henry Rubiano Poveda, and I am a Computer Science graduate!

Here you can see some of the different projects I have worked on!

  • A Room Booking System, built using C# .NET, with different approaches to booking conflict detection, and flexible room sorting strategies.
  • A Real-time Telemetry Data Collection and Storage Solution, implemented in C++20, designed to collect and store data from sources with different sample rates into both memory and persistent storage, while also allowing for the quick extraction of the data for future analysis and calculations.
  • A Federated Learning approach to a well known Machine Learning problem (Turbofan Engine Degradation datasets) for Predictive Maintenance, using a wide range of Neural Network architectures and Decision Tree Algorithms.
  • An IoT system for Real-Time Data Collection and Monitoring using an ESP32 microcontroller and a variety of sensors.
  • A MLOps automation Pipeline using Apache Airflow and deployed using Docker, in order to perform churn prediction on the Telecom Customer Dataset.
  • A particle system simulation project (fireworks), developed using C++ OpenGL!
  • A team software engineering project for events management (Eventlite!), that helped me with useful version control practices such as Issue Tracking, Branching, Merge Requests and Code Review, Unit and Integration Testing, etc...
  • A sorting visualizer, where you can visually experience how an array is sorted using different sorting algorithms such as Bubble Sort, Insertion Sort, Merge Sort and Quick sort.

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  1. rul-prediction-fed rul-prediction-fed Public

    Prediction of Remaining Useful Life under both centralised and federated learning environments, using the FD001 - FD004 Turbofan Engine Degradation datasets.

    Jupyter Notebook 8 1

  2. realtime-data-collection-and-storage realtime-data-collection-and-storage Public

    C++ Real-time Data Collection and Storage System, allowing for multiple data sources at different sample rates to generate data that can be stored and properly handled for future analysis or calcul…

    C++

  3. IoT_Arduino_InfluxDB IoT_Arduino_InfluxDB Public

    IoT system in charge of collecting data periodically from sensors with the use of a micro-controller, performing data pre-processing and logging locally, sending it through the network and storing …

    C++

  4. room-booking-conflicts room-booking-conflicts Public

    Room Booking System with Conflict detection, built using C# .NET

    C#

  5. airflow-mlops-churn airflow-mlops-churn Public

    Docker + Apache Airflow ML Automation Pipeline to solve the Telecom Customer Dataset for Churn Prediction.

    Jupyter Notebook

  6. Eventlite-H02 Eventlite-H02 Public

    Java Spring MVC web application which allows for the management of events.

    Java