Birdi
Senior Software Developer · Full Stack Developer
Birdi is an aerial intelligence company that builds geospatial software platforms for data visualisation, analysis and assessment.
View details →Career
-
-
Accenture
Full Stack Engineer (Senior Analyst) · Front End Developer (Analyst)
Accenture is a global professional services company providing technology, consulting, and operations solutions to clients worldwide.
View details → -
Grabba
Junior Software Developer · Data Science Intern
Grabba is an IT services company providing end-to-end integration of biometric identity technologies.
View details → -
The University of Queensland
Bachelor of Computer Science · Bachelor of Mathematics · Major in Machine Learning
The University of Queensland is one of the top public universities in Brisbane City, Australia. It ranked 47th in QS World University Rankings 2020.
View details →
Projects
Sports Prediction Website
Sport Predictor AUS uses machine learning algorithms to predict the outcome of upcoming australian sport fixtures, such as the NRL (National Rugby League).
View details →
AI to Efficiently Solve Mazes
Developed and trained an AI agent from scratch using reinforcement learning (Q-learning) to efficiently solve mazes.
View details →
Golf Ball Simulator
Developed a mathematical model and software to numerically simulate the flight of a golf ball based on different parameters at impact, such as air density, club speed, spin, launch angle, etc.
View details →
Deep Learning to Generate Realistic Human Faces
Developed & trained a Generative Adversarial Network (GAN) to generate realistic human faces. The trained model takes an input of random noise (pixels) and generates the face instantly.
View details →Skills
Software Development
Front-end and back-end development along with various frameworks and libraries.
Programming Languages
JavaScript
TypeScript
Python
C#
SQL
HTML
CSS
Frameworks & Libraries
React
Angular
Durandel
Knockout.js
Selenium (Test Automation)
Puppeteer (Test Automation)
Flask
NumPy
OpenCV
AI & Machine Learning
Developing and training AI & Machine learning models from scratch along with use of Python libraries.
Machine Learning Algorithms
Supervised Learning
Reinforcement Learning
K-Means Clustering
K-Nearest Neighbour
Random Forest
Linear Regression
Logistic Regression
Neural Networks
Python Machine Learning libraries
Scikit-learn
PyTorch
Tensorflow
Cloud
Commercial experience in various services within Amazon Web Services (AWS) and Azure as well as AWS Developer certified.
Amazon Web Services (AWS)
AWS Developer Certified
EC2
S3
Azure
Blob Storage
Serverless Functions
Queues
Mathematics & Statistics
Applied mathematics and statistics, including development of algorithms and their integration to software.
Statistical Learning
Linear Algebra
Calculus
Numerical Algorithms
Computational Science