Nina User
@ninauser16
I build AI, digital twin, and automation solutions across computer vision, data, and software development.
CanadaWhat I'm looking for
I'm building digital twin technologies at PACE and have developed AI models, semantic and geometric segmentation, automation, and data solutions across research and industry.
At PhotoMedicine Labs, I verified virtual staining PARS imagery with Pix2Pix, CycleGAN, and RegGan models and built a Flask training UI. Previously at Action Aero, I developed logistics, production, and CRM software, automated processes with PowerShell and Python, and created reporting dashboards.
Experience
Work history, roles, and key accomplishments
PACE building technologies
Worked as PACE building technologies at 9 mos.
Worked on research verification of virtual staining PARS images with GAN Models(Pix2Pix, CycleGAN and RegGan)
Hardware support and PC setup with Alazar Tech Acquisition Cards
Programming (C++) Alazar Tech Cards
Developed UI(Flask) for virtual staining model training
Worked as Teaching Assistant at University of Waterloo.
Developed custom software for logistics and production using C#(WinForm, WPF), PHP, JS, HTML/CSS
Automated processes using PowerShell and Python
Created dashboards in Web application(PHP), Power BI and Crystal Reports
Developed CRM system in WinForm(C#)
Communicated with users to add requested features
Used MySql and Oracle as database programs for ongoing projects
Developed Angular-based applications
Participated in design reviews and testing
Automated threat detection using MineMeld
Used VirusTotal and Palo Alto for email analysis
Worked as Teaching Assistant at University of Prince Edward Island.
Computer Vision for Smart Structure Lab at the University of Waterloo
Worked as Computer Vision for Smart Structure Lab at the University of Waterloo at 8 mos.
Education
Degrees, certifications, and relevant coursework
University of Waterloo
Master's degree, Data Science and Artificial Intelligence(co-op)
2024 - 2026
Winner of Scotia Bank Entrance Scholarship (CAD 10,000)
Presented my co-op research at UNENE (University Network of Excellence in Nuclear Engineering)
8 months of co-op
Worked as Teaching Assistant in CS 136L to answer students’ questions and help them with course material
University of Prince Edward Island
Bachelor's degree, Computer Science
2019 - 2023
Winner of “School of Mathematical and Computational Sciences Graduating Student Award” (Highest GPA in the department)
Authored technical papers on cybersecurity topics, including OSINT, network security, web application security, cryptography, and AI in cybersecurity
Sunway University
ADTP program, Computer Science
2018 - 2019
National Organization for Development of Exceptional Talents (Sampad)
2011 - 2016
Tech stack
Software and tools used professionally
Availability
Location
CanadaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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