Software Engineering student with minors in Data Analytics and Intercultural Studies at BYU–Idaho.
I build projects at the intersection of software engineering, AI, data and robotics.

🌍 Languages: English • Chinese • Portuguese

These projects best represent my technical depth and problem-solving skills.

• Folding Laundry Robot
  A multi-phase robotics project combining mechanical design, servo control, Python automation, and system-level architecture to fold clothing autonomously.

  

• 🎙️ Voice-Controlled Multi-Device Assistant
  Voice-driven assistant built to avoid AI hallucinations when executing multiple commands simultaneously. Uses offline speech recognition, local LLMs, and streaming TTS.

• AI Banking Project – Bank Marketing Prediction
  End-to-end machine learning project predicting whether a customer will subscribe to a term deposit using a dataset of 37,000+ records. Implemented data preprocessing, one-hot encoding, feature scaling, and a Decision Tree classifier, with evaluation using accuracy, precision, recall, F1-score, and a mini holdout validation to assess real-world generalization.

• Sun Buddy – Sunlight Wellness App
  iOS sunlight-tracking app built with SwiftUI and later redesigned using Base44. Presented at the IDS Conference; focuses on habit formation, accessibility, and environmental wellness.

• Food Symptom Tracker
  App for tracking dietary intake and symptoms to identify patterns and triggers.

These projects were completed as part of advanced software engineering coursework.
Code is not publicly available due to course policy, but the projects emphasize architecture, design strategy, quality metrics, and system-level thinking.

• Orbital Simulator (C++ · Software Architecture & Simulation Design)
  Designed a physics-based orbital simulation focusing on class relationship design, polymorphism, and system adaptability. Applied concepts including, object creation strategies, large inheritance tree management, and redundancy reduction. Evaluated design quality using metrics such as adaptability, alignment, and testability, and practiced debugging and integration testing for dynamic, stateful systems.

• Skeet Game Refactor (C++ · Design Patterns & Separation of Concerns)
  Refactored a legacy game codebase to improve maintainability, extensibility, and clarity using advanced Strategy-based design patterns. Applied concepts such as algorithm abstraction, message passing, command passing, interfaces, layered system design, state management, and decorator-based extensions. Emphasized separation of concerns, reducing coupling while enabling new behaviors without modifying existing code.

Design documentation, UML diagrams, and architectural explanations available upon request.

• Machine Learning – Housing Prices
  Predictive modeling project exploring feature engineering, regression models, and evaluation metrics.

• US Healthcare Cost Analysis
  Data analysis project examining trends and disparities in healthcare charges.

• 15 Data Projects Portfolio
  Collection of applied data science projects demonstrating cleaning, visualization, and statistical reasoning.

• Cloud WordPress Project (AWS)
  Deployed and configured a cloud-hosted WordPress application.

• Personal Website
  Portfolio site showcasing projects, experience, and technical growth.
  🔗 Live: https://sophiabeebe.com

• Excel → Google API Integration
  Automated pipeline to move structured data from Excel into Google services via APIs.

• Web Scraper
  Data extraction tool for collecting and structuring web data.

• AI MML Lecture Summarizer
  Tool for summarizing lecture content using AI-assisted NLP techniques.

• Voice-Controlled Smart Device Assistant
  Designed to safely execute compound voice commands without hallucinated outcomes. Listed Above

🤝 Connect With Me - 💼 LinkedIn: https://www.linkedin.com/in/sophia10 - 🌐 Website: https://sophiabeebe.com

Feel free to explore my repositories and projects. I'm open to collaboration and always excited to learn new things. If you have any questions or just want to say hello, don't hesitate to reach out!

Thank you for visiting my profile!