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Heyyo, I'm Afshin hi

About me:

  • I am currently finishing my Masters in Applied Science from the University of British Columbia
  • My research has been focused on infrastructure management in transportation engineering using deep-learning models
  • I have developed pipelines for pavement crack and road object image generation, detection, and classification
  • I have also worked on 3D point cloud data processing, and semantic object detection in them using KPConv and attention
  • I have a Bachelor of Computer Engineering degree from Ferdowsi University of Mashhad
  • My main fields of interest are Machine Learning, Deep Learning, Reinforcement Learning, NLP, Computer Vision and Data Mining



Connect with me:

[a-shahrestani.githib.io] [FromAsh2Dust | Twitter] [afshin-shahrstani | LinkedIn]

Afshin Shahrestani's Projects

engr-applied-ml icon engr-applied-ml

Assignments for the ENGR 418 Applied Machine Learning class at UBCO Sept 2022

kpconv-pytorch icon kpconv-pytorch

A rudimentary attention mechanism implemented into the KPConv architecture

ml-dl-exercises icon ml-dl-exercises

Notebooks and codes for some of the exercises I did for increasing my experience in ML/DL models

old-cv icon old-cv

Third iteration of my personal website built with Jekyll

pointcloudtool icon pointcloudtool

A set of functions for LAS/LAZ/PLY point cloud data manipulation.

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