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1. Realtime_Emotion_Detector Realtime_Emotion_Detector Public

   Real time Emotion Detection CNN model train using Tensorflow + Keras and OpenCV. Deploy to Azure Function as an API endpoint. Accept input data as image and video. Local use also work with webcam a…

   Jupyter Notebook

2. Flight_Prediction_Project Flight_Prediction_Project Public

   Realtime Flight durtation prediction consume an event via Azure Event Hub and stream predict result to another stream. Host on Azure Cloud with Docker and Terraform for reproducibility.

   Jupyter Notebook

3. Final_Project_FredETE Final_Project_FredETE Public

   Project showcase a complete pipeline of dataflow with data ingesting and store in data warehouse with visualization. Finish project for Data Engineer Zoomcamp

   Python 1 1

4. Mlop_Project Mlop_Project Public

   End to End Machine Learning Project with MLOP principle.Using Prefect as orchestrator. Expost front end as an API and use Evidently + Grafana as model monitoring. Host on AWS Cloud with Docker and …

   Python 1

5. Portfolio-Project-Web_Scraping Portfolio-Project-Web_Scraping Public

   Web Scraping Booking.com to obtain hotel information. Using Python implement multiprocess to split the workload and reduce run time to obtain data.

   Jupyter Notebook 1

6. Movie_EDA_Project Movie_EDA_Project Public

   Exploratory Data Analysis (EDA) and visualization with Python

   Jupyter Notebook 1