Skip to content
View MohammadSiam10's full-sized avatar
0 followers · 1 following

Block or report MohammadSiam10

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MohammadSiam10/README.md

Hi, I'm Mohammad Siam 👋

I'm a Master of Information Technology student at RMIT University with a Computer Science background and hands-on experience in machine learning, NLP, computer vision, digital health AI, cybersecurity research, and web development.

Current Focus

  • Human-centred AI and digital health
  • Machine learning and data science
  • Clinical NLP, explainable AI, and LLM/RAG concepts
  • Computer vision and medical image analysis
  • Web development and dashboard/UI prototyping

Featured Projects

  • DelRAG-X – Interpretable digital health AI for early delirium risk prediction
  • Histopathology Image Classification – ML workflows for colon cell image classification
  • Wildfire Intensity Classification – ML classification using satellite, weather, and environmental features
  • Airbnb Price Prediction – Regression modelling for Melbourne Airbnb listings
  • Gamified Phishing Awareness Research Proposal – Research design for cybersecurity awareness and organisational threat modelling

Tech Stack

Python · Java · JavaScript · HTML · CSS · Machine Learning · NLP · Computer Vision · SQL · Git/GitHub

Links

Pinned Loading

  1. Clickbait-Detection-using-NLP Clickbait-Detection-using-NLP Public

    Jupyter Notebook

  2. Portfolio-with-only-HTML-and-CSS Portfolio-with-only-HTML-and-CSS Public

    HTML

  3. histopathology-image-classification-ml histopathology-image-classification-ml Public

    Machine learning and CNN-based classification of colon cell histopathology images using patient-level evaluation.

    Jupyter Notebook

  4. melbourne-airbnb-price-prediction melbourne-airbnb-price-prediction Public

    Regression-based machine learning project for predicting Melbourne Airbnb nightly prices using listing, host, location, and review features.

    Jupyter Notebook

  5. wildfire-intensity-classification-ml wildfire-intensity-classification-ml Public

    Machine learning classification project for predicting wildfire intensity levels using environmental, weather, satellite, and geographic features.

    Jupyter Notebook

  6. Dice-Game Dice-Game Public

    JavaScript