Gareth Seneque
Engineering Manager - Machine Learning AI at Australian Broadcasting Corporation (ABC)
Sydney, New South Wales, Australia
Summary
🤩
Rockstar🎓
Top SchoolGareth Seneque is an engineering manager specializing in machine learning and AI with eight years focused on applied ML and a broader two-decade background in Unix and systems engineering. He currently leads ML/AI engineering at the Australian Broadcasting Corporation, having progressed through roles from DevOps and data engineering to technical lead while shipping production systems for metadata generation and search. His hands-on expertise spans NLP (NER, BERT/GPT-2 for abstractive summarisation), distributed training, API design, and deployment automation that scale audio-derived metadata across content types. Gareth pairs technical leadership with product-minded delivery—driving ABC Search and integrated CI/CD solutions that bridge research models and production engineering. Unusually for an ML manager, he holds a BA in Philosophy & Political Science, which informs a pragmatic, human-centered approach to AI system design. Despite a playful Github bio hinting at novelties, his career demonstrates sustained impact in production ML at a national broadcaster.
8 years of coding experience
15 years of employment as a software developer
The University of Sydney
Github Skills (39)
pytorch10
symbolic-differentiation10
python10
machine-learning10
differentiation10
automatic-differentiation10
computation-graph10
natural-language-processing10
nlp10
artificial-intelligence9
gradient-descent9
bert9
tensorflow9
golang9
deep-learning9
Programming languages (2)
Github contributions (5)
jokebroker/gorgonia
May 2018 - May 2018
Contributions:1 push in 1 day
jokebroker/corebench
May 2018 - May 2018
Contributions:3 pushes, 1 branch in 1 day
cpuhigh-performance-computingbenchmarkperformancebenchmarks
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.