Kamran Janjua
Graduate Research Fellow at Alberta Machine Intelligence Institute (Amii)- Claim this Profile
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English Full professional proficiency
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Urdu Native or bilingual proficiency
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Italian Elementary proficiency
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Arabic Limited working proficiency
Topline Score
Bio
Credentials
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Microsoft Office Specialist PowerPoint 2013
MicrosoftDec, 2016- Nov, 2024 -
Microsoft Office Specialist Word 2013
MicrosoftOct, 2016- Nov, 2024
Experience
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Alberta Machine Intelligence Institute (Amii)
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Canada
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Research Services
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1 - 100 Employee
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Graduate Research Fellow
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Jan 2022 - Present
I am working on continual learning for RL in the Wild, focusing specifically on never-ending learning with Dr. Martha White. I am working on continual learning for RL in the Wild, focusing specifically on never-ending learning with Dr. Martha White.
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University of Alberta
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Canada
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Higher Education
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700 & Above Employee
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Graduate Research Fellow
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Apr 2022 - Present
I am working on representation learning for reinforcement learning with Dr. Martha White.
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Graduate Teaching Assistant
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Sep 2021 - Apr 2022
Taught CMPUT267: Basics of Machine Learning with Dr. Martha White as a TA for two semesters: Fall 2021 and Winter 2022.
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Qatar Computing Research Institute
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Qatar
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Research Services
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1 - 100 Employee
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Associate Researcher
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Jan 2021 - Aug 2021
Worked on model interpretability in regards to neuron saliency identification and explanation under supervision of Dr. Sajjad. Worked on model interpretability in regards to neuron saliency identification and explanation under supervision of Dr. Sajjad.
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Cognitive Healthcare International
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United Arab Emirates
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IT Services and IT Consulting
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1 - 100 Employee
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Software Engineer
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Jul 2020 - Oct 2020
Backend + ML Engineer. Backend + ML Engineer.
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Aalto University
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Finland
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Higher Education
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700 & Above Employee
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Research Fellow
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May 2019 - Jul 2020
I worked on depth estimation from unstructured multi-view image pose pairs. The task was to utilize cheap hardware on mobile devices and estimate depth following a stereo setup for effective depth analysis. My research was supervised by Dr. Juho Kannala and Dr. Arno Solin. I worked on depth estimation from unstructured multi-view image pose pairs. The task was to utilize cheap hardware on mobile devices and estimate depth following a stereo setup for effective depth analysis. My research was supervised by Dr. Juho Kannala and Dr. Arno Solin.
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Research Intern
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Apr 2017 - Jul 2020
Worked on real time scene text recognition on blurry and slanted images in unconstrained environments, and on fauna estimation in murky waters.I have also been working on postal address parsing on non-standardized datasets. More information at: http://tukl.seecs.nust.edu.pk Worked on real time scene text recognition on blurry and slanted images in unconstrained environments, and on fauna estimation in murky waters.I have also been working on postal address parsing on non-standardized datasets. More information at: http://tukl.seecs.nust.edu.pk
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Università degli Studi dell'Insubria
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Italy
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Higher Education
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300 - 400 Employee
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Research Intern
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Jan 2018 - May 2019
I worked as a research intern at the Applied Recognition Technology LaboratoryDepartment of Theoretical and Applied Science Lab (Arte Lab) at the University of Insubria under the supervision of Dr Ignazio Gallo. My work included employing data from multiple modalities and projecting them unto a common feature space. Specifically, I am worked on image-text captioning for robust scene understanding. Previously, I worked on loss functions for deep face recognition and verification tasks. We worked to develop a loss function which simultaneously minimized intraclass variation and maximized interclass distances, published at British Machine Vision Conference 2018.
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NUST School of Electrical Engineering & Computer Science
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Pakistan
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IT Services and IT Consulting
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300 - 400 Employee
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Teaching Assistant
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Sep 2017 - Jan 2018
Teaching assistant for the course Fundamentals of Computer Programming, Fall'17. Marked Quizzes and Assignments of students. Occasionally, delivered a lecture once a week. Teaching assistant for the course Fundamentals of Computer Programming, Fall'17. Marked Quizzes and Assignments of students. Occasionally, delivered a lecture once a week.
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VisionX
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United States
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Software Development
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1 - 100 Employee
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Research Fellow
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Jul 2017 - Jan 2018
Worked on Real Time Scene Text Detection and Recognition and optimization using several model pruning techniques.Deployed the initial IOS application containing the scene text engine running at 30fps. Worked on Real Time Scene Text Detection and Recognition and optimization using several model pruning techniques.Deployed the initial IOS application containing the scene text engine running at 30fps.
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Software Engineer
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Dec 2016 - Apr 2017
Set up the initial linux virtual server on Azure, and deploy the CRUD API and created initial database for the website. Set up the initial linux virtual server on Azure, and deploy the CRUD API and created initial database for the website.
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Qatar University
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Qatar
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Higher Education
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700 & Above Employee
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Research Assistant
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Jun 2015 - Jun 2016
Worked on some the projects in Al Kindi Lab of Qatar University. Worked on some the projects in Al Kindi Lab of Qatar University.
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Education
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2021 - 2023
University of Alberta
Master's degree, Computer Science -
2016 - 2020
National University of Sciences and Technology (NUST)
Bachelor's degree, Computer Science
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