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davidmaemoto/README.md

Hi πŸ‘‹, I'm David Maemoto

a junior studying CS & Math @Stanford

About Me

Hello there! I have a strong foundation in software engineering, machine learning, and continuous mathematical methods, with practical experience across industry (prev SWE @Databricks) and academia (currently @Stanford HAI). My interests include building reliable & scalable AI solutions, human-centered technology, and predictive modeling using neural networks.

Skills

Programming Languages:

  • Python
  • C++
  • C
  • MATLAB
  • SQL
  • JavaScript
  • React

Tools & Frameworks:

  • Flask
  • Docker
  • Kubernetes
  • AWS

Proficient Methodologies:

  • 🧠 Machine Learning (Supervised, Unsupervised, Reinforcement Learning, Q-Learning)
  • πŸ“– Natural Language Processing
  • πŸ“ˆ Deep Learning
  • πŸ“Š Probabilistic & Stochastic Methods

2024 Projects

CS 229: NBA Machine Learning Model

September 2024 – December 2024

  • Created a multi-model framework combining SVR and neural networks to predict NBA player rebounds.
  • Achieved a profit of 25.96 units and 56.93% prediction accuracy for the 2024–2025 NBA season.

CS 238: Reinforcement Learning in Medical Diagnosis

September 2024 – December 2024

  • Built a Q-learning model to improve diagnostic accuracy to 91.4% using patient data and feedback loops.

Cardinal Fuel

January 2024 – March 2024

  • Developed a meal-planning website for Stanford dining halls, accessed by 1,200+ students for real-time nutritional data.

Contact

Pinned Loading

  1. Personal_Website_v1 Personal_Website_v1 Public

    HTML & CSS of my personal website

    HTML

  2. StanfordNutrition StanfordNutrition Public

    Daily Nutrition Data of Stanford University Dining Halls

    JavaScript