Sina Malakouti
Graduate Research Assistant
Pittsburgh, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolSina Malakouti is a PhD student and graduate research assistant at the University of Pittsburgh specializing in machine learning and computer vision, with a focus on representation learning for multimodal and multi-domain data. He combines academic rigor—publishing and developing novel architectures since his undergraduate work—with hands-on industry experience from internships at Apple, eBay, and Amazon where he applied vision and applied-research techniques to real products. His research in vision-language and robustness aims to enable models that reason about complex visual scenes, and he has a track record of improving applied systems (e.g., a 20% uplift in a clinical ML pipeline). Comfortable bridging research and engineering, he also has teaching experience across core CS topics and a knack for compact, effective model design demonstrated in prior publications.
10 years of coding experience
3 years of employment as a software developer
Amirkabir University of TechnologyPhD student, Computer Science, PhD student, Computer Science at University of Pittsburgh
English, Persian
Github Skills (10)
clip5
transfer-learning5
vision-and-language4
computer-vision4
system-configuration4
python3
pytorch3
experimental-design3
ansible2
configuration-management2
Programming languages (2)
Github contributions (5)
sinamalakouti/RegionCLIP
Jan 2023 - Apr 2023
[CVPR 2022] Official code for "RegionCLIP: Region-based Language-Image Pretraining"
Contributions:345 pushes, 2 branches in 3 months
pytorchdeep-learningcomputer-visionregionpretraining
sinamalakouti/clip_discourse
Jul 2021 - Sep 2022
Contributions:5 commits, 2 pushes in 1 year 2 months
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