Jackson Barnes Email & Phone Number

Sydney, Nsw, Au

Projects:- Hand Written Japanese Character RecognitionDesigned, tuned, & trained a 4 layer (3 hidden layers, 1 fully connected layer) convolutional neural network with softmax activation on a subset of the KMNIST dataset to achieve 93% classification accuracy of handwritten Hiragana symbols.Performed forensic investigation of network misclassifications.Language: python (Packages: Pytorch)-Sentiment Analysis of Business ReviewsDesigned, tuned, & trained a 3 layer network consisting of 1 LSTM layer and 2 linear layers, to perform sentiment analysis on a set of 50,000 business reviews, achieving a classification accuracy of ~85%Language: python (Packages: Pytorch) -Forecasting Day Ahead Peak Energy Demand.Trained and compared Decision Tree, Random Forest, XGB, Neural Network, & an LSTM to predict the next day peak energy demand for the state of NSW, achieving a MAPE of <3% using the XGB model. Languages: R & PythonPython Packages: Pandas, Numpy, Matplotlib, Seaborn, Scikit Learn, Tensorflow/KerasR Packages: Chron ,Glue, Patchwork, Tidyverse

Sydney, New South Wales, Australia

Sydney, New South Wales, Australia

Gold Coast, Queensland, Australia

Ultrasonic Testing

The Optical Superstore

Optical dispensing.

Griffith University Gold Coast Campus

Development of digitally planned orthopaedic surgeries

Sales, Customer service, Dispute resolution, Stock control, Merchandising, Warranty and Service claims, Cash handling.

Master Of Data Science, Graduated With Excellence

Bachelor Of Engineering (Beng), Mechanical Engineering, Class I I A Honours

Activities and Societies: Member of Griffith University Young Engineers (GUYE), Student Member of Engineers Australia.

Education record

Education record