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Alex Cummaudo, PhD
Melbourne, Australia
Experienced software developer and machine learning engineer with a demonstrated history of working in commercial and R&D sectors, holding a PhD in software engineering and machine learning integration. Skilled in data mining and analysis, machine learning, full-stack software development (including mobile), and agile methodologies.
CodersRank Score
What is this?
This represents your current experience. It calculates by analyzing your connected repositories. By measuring your skills by your code, we are creating the ranking, so you can know how good are you comparing to another developers and what you have to improve to be better
Information on how to increase score and ranking details you can find in this blog post.
546.1
CodersRank Rank
Top 2%
Based on:
12 eventsTop 50
Python
Developer
Australia
Top 5
Ruby
Developer
Australia
Top 10
Swift
Developer
Australia
Highest experience points: 0 points,
0 activities in the last year
Ruby
81
exp.
HTML
61
exp.
CoffeeScript
38.2
exp.
SCSS
32.2
exp.
JavaScript
32.1
exp.
Python
53.2
exp.
CSS
28.2
exp.
ERB
18.7
exp.
Shell
18.8
exp.
Swift
11
exp.
C#
10.3
exp.
Less
9.6
exp.
Jupyter Notebook
24.2
exp.
C++
6.1
exp.
Scala
39.5
exp.
Liquid
10.9
exp.
List your work history, including any contracts or internships
REA Group
May 2021 - Sep 2021 (4 months)
Developer - Data
Uplifting realestate.com.au's personalisation stack
A²I² - Applied Artificial Intelligence Institute, Deakin University
4 years 4 months
Postdoctoral Research Fellow
Jun 2020 - May 2021 (11 months)
Curate, cleanse, analyse, and visualise (un)structured data to produce experiment datasets and provide insight to clients, expressing insights in research papers.
PhD Candidate
Dec 2016 - May 2020 (3 years 5 months)
Developed new techniques to robustly integrate cloud-based computer vision models. See http://hdl.handle.net/10536/DRO/DU:30152816.
SEEK
Aug 2015 - Feb 2016 (6 months)
iOS Developer
Integrating new features for seek.com.au's flagship iOS app
Add some compelling projects here to demonstrate your experience
SplashKit Educational SDK
Jul 2016 - Jan 2018
Open Source
SplashKit is a beginner's all-purpose software toolkit for use in teaching introductory programming to university and high school students. My key contribution to the project was to develop a language translation processor from a C backend to a C++, Pascal, and Python frontend, in addition to generating the SplashKit website and API documentation directly from source code.
Doubtfire LMS
Jul 2013 - Jul 2018
Open Source
Doubtfire is an open-source modern, lightweight learning management system. My key contributions were to develop a built-in feedback system for improved communication with teachers and students, visualise student progression in a unit and their learning progress as burn-down charts, and visualise unit progression for staff members to see how their students are progressing in a unit. I also wrote an assignment upload system that generates student submissions from code, PDF and image files to then generate a portfolio generation system, aggregating student work into one document.
This section lets you add any degrees or diplomas you have earned.
Swinburne University of Technology
Bachelor of Science - BSc, Software Development
Jan 2013 - Jan 2016
Deakin University
Doctor of Philosophy - PhD, Software Engineering and Machine Learning
Jan 2018 - Jan 2021
Thesis Title: Improving the Reliability of Cloud-Based Pre-Trained Machine Learning Models
http://hdl.handle.net/10536/DRO/DU:30152816
http://hdl.handle.net/10536/DRO/DU:30152816
Deakin University
Bachelor of Information Technology (Honours) - BIT(Hons), Software Engineering / Computer Vision
Jan 2017 - Jan 2017