Hi, I'm Kaede Saho
I'm a |
Passionate about Machine Learning and AI applications — building real-world projects that matter.
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
Projects
SprintBoard — Project Management App
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.
CompassQA – RAG Policy Q&A System
Built a RAG system that enables students to ask questions about Cornell College’s student policies, including academic, residential, and financial rules.
Coding Interview Assist AI
Built an AI-powered platform that simulates coding interviews and provides automated feedback on problem-solving and communication.
Skills
Programming Languages
ML & NLP
Developer Tools
Operating Systems
Certifications
- Machine Learning with Python
- Introduction to Deep Learning & Neural Networks with Keras
- Generative AI and LLMs: Architecture and Data Preparation
- Gen AI Foundational Models for NLP & Language Understanding
- Programming Fundamentals in Swift by Meta
- Introduction to iOS Mobile Application Development by Meta