Jayden Loo Email & Phone Number

Singapore

Melbourne, Victoria, Australia

Singapore

Singapore

Singapore National Library Board (NLB) Knowledge graph project • Design the architecture of data ETL pipeline on Amazon Web Services (AWS) with the use of services: Lambda, Glue, EC2, SQS, SES, S3, Parameter store, Secret Manager.• Construct python code for periodically perform ETL process for extracting data in sftp server, transforming data and loading the processed data from AWS database to GraphDB instance.• Productization and modularization of programming code.

Singapore

Machine learning-Using YOLO-based Convolutional Neural Network (CNN) model to train custom data and achieve real-time object detection and store detection data in MongoDB (NoSQL).-Construct Convolutional Neural Network (CNN) model using TensorFlow to train object detection result data and achieve real-time image classification.-Use OpenCV to grab the video frames from the camera and process the frames through the detection model, classification model and OpenCV then upload to the web server.Smart Freezer-Construct multithreading function in python to perform concurrent execution including posting and receiving API, updating door-lock status, weight reading and quantity calculation in Linux environment (Debian).High measurement sensor-Build JAVA GUI application by using Apache NetBeans and construct recursive algorithm in Java to display real-time optimised height measurement result and plotted graph.

Master'S Degree, Data Science

Bachelor Of Engineering - Be (Hons), Electrical And Computer Systems

Degree Transfer, Electrical And Electronics Engineering