Cole Mangio
Software Engineer
Melbourne, Victoria, Australia
Summary
🤩
Rockstar🎓
Top SchoolCole Mangio is a versatile software engineer and Swinburne University BA-ICT student with seven years of practical experience and a 3.75 GPA, driven by nearly a decade of coding that began at age 12. He builds across web (Next.js/React), mobile (React Native), game engines (UE4/5), ML frameworks (NumPy, PyTorch, TensorFlow), and full-stack data solutions (MySQL, MongoDB, .NET), with hands-on work in digital sonic analysis and ethical hacking from CTFs and HackTheBox. An active open-source contributor on GitHub, Cole combines experimental research in neural network architectures and optimization with real-world engineering to prototype impactful ML solutions. Based in Melbourne, he pairs curiosity-driven exploration—often pushing framework boundaries—with practical implementation skills, making him effective at both prototyping and production-ready development. He’s particularly interested in multi-platform systems and ML performance tricks implemented at the math level, and welcomes collaboration to turn ambitious ideas into working software.
7 years of coding experience
GPA 3.75/4, GPA 3.75/4 at Swinburne University of Technology
Stackoverflow
79reputation
11kreached
2answers
9questions
Github Skills (24)
converter10
voice-conversion10
audio-analysis10
voice10
android10
conversational-ai10
react10
react-native9
ios9
cross-platform9
pytorch-lightning9
mobile8
lightning8
mobile-development7
app-framework7
Programming languages (2)
Github contributions (5)
Mangio621/Mangio-RVC-Fork
May 2023 - Jul 2023
*CREPE+HYBRID TRAINING* A very experimental fork of the Retrieval-based-Voice-Conversion-WebUI repo that incorporates a variety of other f0 methods, along with a hybrid f0 nanmedian method.
Contributions:3 PRs, 107 pushes, 16 branches in 2 months
Mangio621/PenTesting123
Dec 2021 - Dec 2021
Contributions:33 pushes, 1 branch in 6 days
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