Ayman Mukhaimar
Machine Learning Engineer at Outline Global
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolAyman Mukhaimar is a machine learning engineer based in Melbourne with 8 years of experience bridging academic research and applied computer vision. He holds a PhD in Mechanical Engineering and has transitioned from multidisciplinary research roles at RMIT to industry-focused ML work, currently building point-cloud segmentation solutions at Outline Global. His background blends deep expertise in machine learning and computer vision with hands-on development in Unity3D and real-world sensor data, enabling robust perception systems for spatial analysis. Notably, his trajectory from experimental multiphase flow research to state-of-the-art 3D vision highlights an unusual combination of physical-science rigor and practical ML engineering.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Mechanical Engineering, Master of Science (M.S.), Mechanical Engineering, Bachelor of Science (B.S.), Mechanical Engineering, Doctor of Philosophy - PhD, Mechanical Engineering, Master of Science (M.S.), Mechanical Engineering, Bachelor of Science (B.S.), Mechanical Engineering at RMIT University
An-Najah National University
Arabic, English
Github Skills (30)
depth-estimation9
depth-camera9
visual-odometry8
stereolabs8
stereo8
octree7
slam7
3d-reconstruction7
feature-matching7
computer-vision6
point-cloud6
representations6
sdk6
object-detection5
perception5
Programming languages (1)
Github contributions (5)
AymanMukh/Pl-Net3D
Oct 2019 - Apr 2020
Contributions:89 commits, 5 pushes in 6 months
AymanMukh/R-SCNN
Nov 2021 - Apr 2023
Contributions:40 pushes, 1 branch, 1 comment in 1 year 5 months
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