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alinaderiii.github.io

Personal portfolio of Ali Naderi - AI Research Engineer and Data Scientist, specialising in physics-informed deep learning, signal processing, and computer vision.

Live Site Published License: MIT

About

A single-page portfolio built with vanilla HTML, CSS and JavaScript. No build step, no framework, no dependencies. It presents peer-reviewed research, seven engineering case studies, and links to live interactive dashboards. Design: warm light theme by default with a persistent dark-mode toggle, built on a cream, coral, gold, purple and navy palette. Fully responsive, honours prefers-reduced-motion.

Sections

Section Content
Hero Animated 3D scene, CV download, contact links
The researcher Background, education, research interests
Capabilities Programming, ML, deep learning, computer vision, signal processing
Selected work Seven case studies with live demos and source repositories
Research Peer-reviewed publication with DOI, plus manuscript under review
Kaggle Public notebooks and competition work
Open source Featured repositories
Contact Email, LinkedIn, GitHub, Kaggle, contact form

Case studies

Each project page is a standalone HTML document with its own analysis, charts and interactive elements.

Project Page Source
Bearing Fault Diagnosis View -
Brain Tumor Detection View Repo
Rice Production Forecasting View Live demo
Smart Farming AI View Live demo
Traffic Density Estimation View Repo
Heart Disease Prediction View Repo

Featured research

Convolutional Neural Network and Channel Attention Mechanism for Multiclass Brain Tumor Classification Complexity (Wiley), Volume 2025. Open Access. Published 30 June 2025. DOI: 10.1155/cplx/1644859 98.16% four-class accuracy on Brats-4C, validated with 5-fold stratified cross-validation.

Run locally

No build tooling required.

git clone https://github.com/AliNaderiii/AliNaderiii.github.io.git
cd AliNaderiii.github.io

Open index.html in a browser, or serve it:

python -m http.server 8000

Then visit http://localhost:8000.

Structure

AliNaderiii.github.io/
├── index.html                                 # Main portfolio page
├── style.css                                  # Theme tokens and layout
├── script.js                                  # Theme toggle, reveal, 3D hero
├── assets/
│   ├── Ali-Naderi Portfolio.pdf                # Downloadable CV
│   ├── favicon.svg
│   └── 01.png, 02.png, 03.png                  # Portrait photography
├── Bearing Fault Diagnosis.html
├── Deep Learning & Medical Imaging.html
├── Heart_Disease_Portfolio.html
├── Rice_Production_Forecasting_Portfolio.html
├── Smart_Farming_Portfolio.html
├── Traffic_Density_Estimation_Portfolio.html
├── LICENSE
└── README.md

Contact

Ali Naderi - Dublin, Ireland alinaderi119@gmail.com | LinkedIn | GitHub | Kaggle | ORCID

License

Released under the MIT License.

About

Personal portfolio: AI research, deep learning, and data science projects. Live at alinaderiii.github.io

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