Fahmi Alfayadh

Exploratory Data Analysis and predicting the repeat pattern of history using comprehensive historical data.

This is a Database course final project, where I built a web application for lecturers/teachers to monitor students' academic progress.

Exploratory Data Analysis and predicting mental health status based on music preferences such as genre, listening duration, bpm, listening time, and others.

This is my first machine learning project, performing Exploratory Data Analysis and predicting tsunami occurrences based on earthquake data.

A web-based stroke risk calculator using logistic regression to predict stroke likelihood based on user health data.

This is my experimental project in file processing sparked by curiosity about web converters. I created a versatile file conversion tool that supports various formats, making it easy for users to convert documents, images, audio, and video.

A data visualization platform presenting open and verified datasets through clear and transparent analysis. It includes an AI assistant to help you with Q&A about the data.

Stop manual tracking, start chatting. Use conversational AI to connect emotions with expenses and control impulsive habits.

An intuitive geospatial visualization platform for analyzing multidimensional data with a clean and modern interface.

Exploratory Data Analysis and predicting rainfall using Indonesia's historical weather data.

A two-stage hierarchical classifier for 5 lung conditions. Focus: reducing misclassification between visually similar classes.

A digital forensic Network Analysis project exposing political astroturfing (botnets) during the 2024 Presidential Election. By algorithmically detecting sub-minute Semantic Copy-Paste operations, the interactive dashboard uncovers non-organic manipulation hidden within 41 distinct botnet clusters.

An advanced external emotional brain featuring 21 clinical protocols based on the Gottman Institute and Attachment Theory. Designed as a crisis intervention tool to handle complex psychological nuances like digital communication warfare, DARVO manipulation, and CPTSD grounding.

A lightweight serverless chatbot that answers questions about this portfolio. Instead of using complex vector databases, it uses a zero-dependency local keyword matching algorithm in Vanilla JS, combined with dynamic live-fetching of GitHub READMEs for project context.