Portfolio

💻 Coding Projects

Explore my portfolio projects below, organized by programming language.

Python

• Atrium Segmentation App: A Gradio app presenting a deep learning solution for automatic segmentation of the left atrium, based on a U-Net architecture implemented in PyTorch. The dataset consist of 20 cardiac MRI images and its corresponding left atrium labels from the Medical Segmentation Decathlon (MSD) challenge.

• Product Review App: A Streamlit app which perform sentiment analysis on a ficticious product review dataset. The sentiment analysis is performed using bert-base-multilingual-uncased-sentiment from huggingface transformers library.

• US Sales Dashboard: A Shiny dashboard created following Keith Galli’s tutorial on Youtube Build Awesome Web Apps & Dashboards with Python! (Full Shiny for Python Course).

• Nobel Prize Dashboard: A simple dashboard created using Plotly Dash to uncover some curious facts from the history of Nobel Prize.

SQL

• Data Science Market Exploration: A simple analysis of the data job market from Luke Barousse SQL course.

R

• Spotify Wrapped: A visualization project for the Mavens Music Challenge, January 2025, using ggplot2.

MATLAB

• Coursera Machine Learning Course: Solutions to programming assignments from Andrew Ng Machine Learning Course.
• KRelax: A toolbox for relaxivity calculation using MRI

ReactJS

-Tenzies: A Tenzi dice game.