Hi, I'm Kaede Saho

I'm a |

Passionate about Machine Learning and AI applications — building real-world projects that matter.

View Resume
Profile Photo

Research

Predicting Part of Speech and Next Word in Scottish Gaelic

Developed two neural network models for Scottish Gaelic, a low-resource language, in collaboration with Edinburgh Napier University.

Part-of-Speech Tagger

  • Built a BiLSTM-based neural network to tag 87K tokens from the ARCOSG dataset
  • Achieved 89% accuracy across 223 unique PoS tags
  • Visualized architecture with input, hidden, and output layers

Next-Word Prediction (Small Language Model)

  • Preprocessed and trained on 1M tokens using an LSTM model from the Institutional Books Corpus
  • Predicted next words in Gaelic phrases
PyTorch FastText spaCy Jupyter Notebook Python
Image

Projects

SprintBoard — Project Management App

GitHub

Full-stack agile project management tool with sprint planning, task tracking, and role-based collaboration.

Designed and implemented a RESTful backend and interactive frontend.

Built features like drag-and-drop task management, dependency handling, and role-based access control.

React TypeScript Flask PostgreSQL
SprintBoard screenshot

Fittd — iOS Wardrobe & Outfit Builder

GitHub

A personal wardrobe app for iOS that helps users organize their clothes and build outfits visually.

Upload photos of your clothing items, browse by category, color, or mood, and assemble outfits by layering pieces onto a mannequin.

  • Background removal on clothing photos via a Python/Flask API
  • Real-time outfit builder with a layered mannequin view
  • Filter clothes by color, mood, season, and occasion
SwiftUI Python Flask MVVM

CompassQA – RAG Policy Q&A System

GitHub

RAG-powered chatbot that lets students query Cornell College’s academic, residential, and financial policies in plain English.

LangChain Ollama Streamlit

Skills

Programming Languages

Python C TypeScript Swift SQL HTML CSS R

ML & NLP

PyTorch Keras scikit-learn spaCy LangChain Ollama TensorFlow Pandas NumPy matplotlib

Developer Tools

Git Xcode RStudio VS Code Linux Tableau

Operating Systems

macOS Windows

Certifications