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Improving everyday
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Improving everyday
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Achievement: YOLOAchievement: Pull Shark

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mrpouyaalavi/README.md

Typing SVG

LinkedIn Portfolio CIFAR-10 Demo GitHub Email Profile Views



> ./about_me --verbose

╔══════════════════════════════════════════════════════════════════════════════
║  🎓  Final-Year IT Student — Macquarie University (Nov 2026)                 ║
║  🌐  Building full-stack web applications with Next.js & TypeScript          ║
║  🧩  Main project: Syllabus Sync — Student Experience Platform               ║
║  🤖  Applied ML: CIFAR-10 deep learning pipeline with Gradio & HF.           ║
║  📱  Mobile: MQ Navigation — Flutter campus wayfinding prototype             ║ 
║  🔐  Auth, MFA, RLS, rate limiting, and security-aware full-stack systems    ║
║  🌍  Multilingual UX, RTL support, WCAG accessibility, and testing           ║
║  🧪  CI/CD with GitHub Actions, Vitest, Playwright, and Vercel               ║
║  🤝  Open to Graduate · Junior · Early-Career software roles                 ║
╚═════════════════════════════════════════════════════════════════════════════


> skills --list-all


[ LANGUAGES ]

Python TypeScript JavaScript Dart Java SQL HTML CSS

[ FRONTEND & MOBILE ]

React Next.js Tailwind CSS Flutter

[ BACKEND & DATA ]

Node.js PostgreSQL Supabase REST APIs

[ APPLIED AI / ML ]

PyTorch scikit-learn Jupyter Gradio Grad-CAM

[ TESTING & DEVOPS ]

Git GitHub Actions Vercel Docker Vitest Playwright Flutter Test





> ls -la /projects/

🚀 Syllabus Sync — Student Experience Platform

Full-stack student experience platform for Macquarie University students with academic planning, deadlines, campus support, and multilingual UX.

  • Academic planning, deadline tracking, and campus support in one cohesive interface
  • Multilingual support with RTL layout and mobile-first responsive design
  • Secure authentication with MFA, row-level security, and rate limiting
  • Accessibility and internationalisation improvements aligned with WCAG principles
  • CI/CD workflows with GitHub Actions and deployment on Vercel

🔗 Live Demo  ·  📁 Repository

🤖 CIFAR-10 Image Classification — Deep Learning Pipeline

CIFAR-10 image classification project comparing a custom CNN, MobileNetV2, and ResNet-18 with Grad-CAM interpretability, CLI inference tools, and a live Gradio demo deployed on Hugging Face Spaces.

  • Evaluated multiple deep learning architectures on CIFAR-10 under controlled conditions
  • Built with Python, PyTorch, Jupyter, and Gradio (deployed on Hugging Face Spaces)
  • Applied data augmentation, cosine annealing, and progressive unfreezing for improved generalisation
  • Includes Grad-CAM interpretability, INT8 quantisation, and CLI inference tools
  • ResNet-18 achieved 87.48% test accuracy using transfer learning

🔗 Live Demo  ·  📁 Repository

🧭 MQ Navigation — Campus Wayfinding Prototype

Mobile-first campus wayfinding prototype for Macquarie University students, visitors, prospective students, and Open Day attendees.

  • Helps users find buildings, services, transport, food, parking, and key campus locations
  • Built with Flutter and Dart, with a mobile-first interface for campus wayfinding
  • Designed as a companion project to the broader Syllabus Sync student experience vision
  • Focused on practical navigation, visitor support, and Open Day-style use cases
  • Open-source repository available for review and future development

📁 Repository


> ping --connect

> Establishing connection...
> Protocol   : HTTPS  |  Auth: Open
> Target     : Pouya Alavi Naeini — Software Engineer
> Location   : Sydney, Australia
> Status     : [●] ONLINE — open to graduate & early-career opportunities

Portfolio LinkedIn Email

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  1. syllabus-sync syllabus-sync Public

    Full-stack student experience platform for Macquarie University students with academic planning, deadlines, campus support, and multilingual UX.

    TypeScript

  2. CIFAR-10-Image-Classification CIFAR-10-Image-Classification Public

    CIFAR-10 image classification benchmark with PyTorch; ResNet-18 achieved 87.48% test accuracy, with Grad-CAM, CLI inference, and a live Gradio demo.

    Jupyter Notebook

  3. MQ_Navigation MQ_Navigation Public

    Privacy-focused campus navigation app for Macquarie University, built with Flutter, Supabase, and dual-renderer maps.

    Dart