Irene Tallini
Postdoctoral Researcher at Area Science Park
Rome, Lazio, Italy
Summary
👤
Senior🎓
Top SchoolIrene Tallini is a postdoctoral researcher focused on mechanistic interpretability and deep learning for music, with eight years of research experience spanning optimal transport, vector quantile regression, and geometry processing. She completed a PhD in Computer Science at Sapienza University, spent a visiting stint at Technion, and has contributed to high-profile venues including ICLR, AISTATS, 3DV and WCNEE, earning multiple best paper recognitions and an ICLR 2024 oral. Her background blends theoretical strengths from a mathematics BS and geometry-processing MS with applied work on underwater IoT protocols and music generation models. Practical and curious, she bridges algorithmic rigor and real-world systems—evident in projects ranging from underwater drone networks to generative music research. Based in Rome, she now pursues mechanistic interpretability at Area Science Park, bringing interdisciplinary insight and a track record of impactful, diverse publications.
8 years of coding experience
1 year of employment as a software developer
Visiting PhD Student, Visiting PhD Student at Technion - Israel Institute of TechnologyDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Sapienza Università di Roma
Github Skills (16)
drive4
google3
cli3
trainer3
frank2
golang2
audio2
variational-autoencoder1
representation-learning1
graph1
pytorch1
graph-embedding1
permutation1
graph-convolutional-networks1
factorization1
Programming languages (3)
Github contributions (5)
IreneTallini/gladia-website
Feb 2023 - Aug 2024
Contributions:4 PRs, 31 pushes, 2 branches in 1 year 7 months
IreneTallini/auv-kalman-filter
May 2022 - Dec 2024
Contributions:2 pushes, 1 branch in 2 years 6 months
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.