> _

In [1]: portfolio.get_projects()

Out[1]: Found 3 deployed models and analytical solutions.

Bank Customer Churn Prediction

An end-to-end machine learning pipeline to predict customer churn in the banking sector. Built robust predictive models and deployed them in a scalable containerized environment.

End-to-end ML EDA XGBoost Docker Kubernetes
GitHub Repo

Medical CV Models
(Brain Tumor Detection)

An interactive web application powered by deep learning for detecting brain tumors from medical imagery, assisting in faster and more accurate diagnostics.

Deep Learning Computer Vision Interactive Web App
GitHub Repo

Medical CV Models
(Skin Diseases Detection)

A classification system utilizing deep learning to identify various skin diseases, provided through a highly accessible and user-friendly web interface.

Deep Learning Classification Web Interface
GitHub Repo
AWARDED

PHQ-9 Speech to Text
(Depression Analysis)

A speech-to-text NLP tool for psychological assessment utilizing sentiment analysis.
Silver Medal – Thailand New Gen Inventors Award 2025

OpenAI Whisper NLP Transformer Sentiment Analysis
GitHub Repo