Sintelix • Full Stack Software Engineer
Adelaide, Australia
March 2020 - Dec 2021 ( 1 yr 9 mos)
- Inherited an in-house monolithic CRM, responsible for maintaining and refactoring the codebase, while also handling feature requests and bug reports from internal users
- Undertook a project to measure key performance metrics of our flagship software, produced a program that linked in with the Jenkins build pipeline to test for performance regressions on new versions
- Designed and implemented new features on a new upcoming SaaS product “Sintelix Online”
University of Adelaide & D2D • Research Engineer
Adelaide, Australia
Aug 2016 - Nov 2019 (2 yrs 2 mos)
- Research and development of prediction models that leverage Twitter signals to forecast when protests were to occur within Australia
- Did everything in the data science workflow from cleaning, transforming and analysing datasets to model selection, feature selection and model tuning to optimise for key F1 scores
- Wrote papers and participated in conference challenges, one of which was building a SVM to classify emotions of social media posts
Sintelix • Software Engineer
Adelaide, Australia
May 2016 - Aug 2019 (3 mos)
- Prototyped a grant review application
Daelibs • Software Engineer
Adelaide, Australia
Feb 2016 - May 2016 (3 mos)
- Scripting and some web development
Data 2 Decisions Cooperative Research Centre (D2D) • Software Engineering Intern
Adelaide, Australia
Dec 2015 - Feb 2016 (3 mos)
- Implemented a Label Propagation algorithm that helped infer the country of origin of suspicious Twitter users through profile data and follower/followee links
- Implemented a Dynamic Query Expansion algorithm that found related query terms from an initial seed query