I build tools that turn data into decisions.

Computer Science student at Binus University, Semarang.

murfidya@gmail.com

Data pipelines, machine learning models, and web tools built to ship.

Selected work

Production dashboards, interactive tools, and applied machine learning projects.

Crop Prediction Dashboard

Recommends optimal crops from soil nitrogen, phosphorus, potassium, rainfall, and pH readings using a trained XGBoost classifier.

Python, XGBoost, Streamlit View project

HandGesture Mouse

Controls the desktop cursor through a webcam at 60 FPS using One Euro filter smoothing and a live telemetry dashboard.

Python, MediaPipe, WebSocket View project

Student Organizer

Coordinates student coursework deadlines, class schedules, and shared group tasks in a single web workspace.

Flask, SQLite, Tailwind CSS
View project Read the source

Wizard's Chess

Plays full-rules chess in the browser against a configurable search-depth AI opponent with 2D canvas rendering and procedural Web Audio synthesis.

JavaScript, HTML5 Canvas, Web Audio API View project

About

I study Computer Science at Binus University in Semarang and build data pipelines, automation workflows, and web dashboards. Since 2023, I have written Python ETL pipelines, SQL schemas, and machine learning interfaces that turn messy feeds into clear decisions. My current focus is computer vision on edge hardware, MLOps deployment with Docker and Kubernetes, and reliable analytics engineering.

Download CV (PDF)

Let's work together

Available for data engineering, workflow automation, and applied machine learning projects.