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ArdalanAskarian/README.md

🎯 Currently

πŸ”­ Working on: AI agents for healthcare at Wellman Medical Group
🌱 Learning: Advanced Computer Vision & Deep Learning architectures
πŸ’¬ Ask me about: Computer Vision, React, Django, PyTorch, or teaching CS!
⚑ Fun fact: I've mass analyzed 36,407 interaction events in one study and mass mentored 100+ students β€” I like big numbers!

πŸ’‘ At a Glance

const ardalan = {
    pronouns: "he" | "him",
    location: "Saskatchewan, Canada πŸ‡¨πŸ‡¦",

    currentRole: "Software Engineer @ Wellman Medical Group",
    pursuing: "M.Sc. Computer Science – Applied Machine Learning",
    researchFocus: "Computer Vision & Image Processing",

    education: {
        masters: "University of Saskatchewan (2025–Present)",
        bachelors: "B.Sc. Honours CS – 86% Average πŸŽ“"
    },

    dailyTools: ["Python", "TypeScript", "React", "PyTorch", "Django"],

    achievements: {
        studentsmentored: "100+",
        interactionEventsAnalyzed: 36407,  // yes, I counted
        awardsWon: ["NSERC USRA", "TESL Bursary", "EAP Scholarship"]
    },

    currentlyExcitedAbout: "Teaching machines to see πŸ‘οΈ",
    lifePhilosophy: "Code, Coffee, Computer Vision, Repeat β˜•"
};

πŸŽ“ Education

M.Sc. Computer Science

Sep 2025 – Present


πŸ”¬ Research: Computer Vision & Image Processing
πŸ‘¨β€πŸ« Supervisor: Dr. Mark Eramian

B.Sc. Honours Computer Science

University of Saskatchewan


πŸ’» Software Engineering Option
πŸ† Honours Graduate


πŸ’Ό Experience

Β  Software Engineer

Wellman Medical Group Β β€’Β  Sep 2025 – Present

  • πŸ€– Β  Design and develop AI agents
  • πŸ₯ Β  Healthcare-specific AI solutions
  • πŸ”’ Β  Ensuring data security & compliance

Β  Software Developer Intern

BEAP Lab Β β€’Β  Oct 2024 – Sep 2025

  • πŸ—οΈ Β  Led full-stack development of BEAP Engine
  • ⚑ Β  Redesigned UI with React.js & TypeScript
  • 🧠 Β  Implemented ML for smartwatch data parsing

Β  NSERC USRA Researcher

Imaging & AI Lab Β β€’Β  May 2025 – Aug 2025

  • πŸ–ΌοΈ Β  SIFT-assisted image annotation research
  • πŸ“Š Β  User study: 6 participants, 36,407 events
  • πŸ“ Β  Co-authored research poster

Β  Teaching Assistant

University of Saskatchewan Β β€’Β  Jan 2023 – Present

  • πŸ“š Β  Currently: CMPT 332 (Operating Systems)
  • πŸ‘¨β€πŸ« Β  Mentored 100+ students across 6 CS courses
  • ✍️ Β  Detailed feedback on assignments & exams

πŸ”¬ Research

Enhancing Annotation Consistency and Efficiency

A Study of SIFT-Assisted Image Annotation in Computer Vision

Ardalan Askarian, Dr. Mark Eramian



User Study

Interaction Data

Built With
πŸ“„ Β  View Research Details
Aspect Details
Platform Django-based annotation system combining SIFT boxes with human oversight
Comparison AI-assisted annotation vs. manual baseline
Key Finding AI assistance increased annotation time by 71.6% without improving IoU or GTC quality metrics
Contribution Distilled design lessons for productive human-AI collaboration in annotation systems
Output Co-authored research poster on human-AI collaboration in annotation workflows

Technologies: Β  Django, Python, OpenCV, SIFT (Scale-Invariant Feature Transform), Image Segmentation


πŸ› οΈ Technical Skills


πŸ“‹ Β  Detailed Skills Breakdown
Languages
Frameworks
AI & ML
Databases
Tools

πŸ† Accomplishments

Award Year Details
πŸ… Β  NSERC USRA 2025 Undergraduate Student Research Award for Computer Vision research
πŸŽ“ Β  TESL Saskatchewan Bursary 2022 One of two recipients province-wide
πŸ“š Β  EAP Scholarship 2020 $2,500 as highest achiever in English for Academic Purposes

πŸš€ Featured Projects

πŸ“Š Β  BEAP Engine

Smartwatch Data Platform

Β 

Full-stack platform for large-scale smartwatch data processing and analytics with ML-enhanced parsing.

πŸ–ΌοΈ Β  SIFT Annotation Platform

Computer Vision Research

Β 

AI-assisted image annotation system combining Scale-Invariant Feature Transform with human oversight.

⚽   Sports Scheduling App

CMPT 370 – Intermediate Software Engineering

Β Β Β 

Led front-end development for team sport management app with Agile/Scrum methodology


πŸ“ˆ GitHub Analytics

github-snake



Β Β 





Β Β 

🎯 Research Interests

Computer Vision Machine Learning Full-Stack Dev Data Science
Image Processing Applied ML React & Django Analytics
SIFT & Segmentation Deep Learning System Integration Visualization

πŸ’­ Random Dev Quote

Random Dev Quote

🀝 Let's Connect

I'm always excited to collaborate on AI/ML research, computer vision projects, and innovative software solutions!

πŸ”¬ Research Collaborations πŸ’Ό Industry Projects πŸŽ“ Academic Partnerships πŸš€ Open Source
Computer Vision Software Development Graduate Research Contributions

Β Β  Β Β 


Β  Β 



πŸ₯š Click for a programming joke
Why do programmers prefer dark mode?

Because light attracts bugs! πŸ›


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  1. UniversityOfSaskatchewanCMPT371/term-project-2024-team-3 UniversityOfSaskatchewanCMPT371/term-project-2024-team-3 Public

    PLpgSQL 3 3