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Hi!

I'm a software developer at Softree Technical Systems, where I develop road design/modelling software.

I obtained my MSc. in mathematics from UBC - Okanagan, working under Dr. Yves Lucet and Dr. Warren Hare, and my BSc. in mathematics and computer science at McGill.

Research

Current: Fuel consumption optimization + modelling for industrial applications

Past:

  • Penalty methods in continuous optimization for applications in road design
  • Confidence metrics in DNNs
  • Optimal Transportation (see here)
  • Machine Learning: adversarial robustness + attacks

Academic Interests

  • Applications in mathematical optimization
  • Optimal Transport
  • Numerical Methods
  • Distributed Computing

Misc.

  • I like tinkering and the outdoors (mainly through skiing and cycling).
  • The pronunciation of my surname is [ja.nan.'two.no].

Contact

Please contact me via email.

Alex Iannantuono's Projects

confident-nn icon confident-nn

code for "Empirical confidence estimates for classification by deep neural networks"

maestro icon maestro

A command line tool for managing ML experiments for Oberman Lab

nomad icon nomad

Repository for the course project in MATH 562 (Derivative-Free Optimization) @ UBC (Fall 2020 semester).

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