MORISH ALFONSO R. MACAYAN

About

BS Computer Science student specializing in Artificial Intelligence with hands-on experience in machine learning workflows, LLM-adjacent tooling, and full-stack web development. Has delivered end-to-end projects from research-style ML work to deployed client websites with a strong interest in AI developer tooling and rapid prototyping.

Experience

• Machine Learning Intern
  FlyRank
  2026 – 2026
• Front-End Developer
  Self-Employed
  2025 – 2025
• Team Lead · Full-Stack Developer
  Mapúa University
  2024 – 2026
• Lead Programmer 2
  Mapúa University
  2024 – 2026

Education

• BS Computer Science – Artificial Intelligence Track
  Mapúa University
  Computer Science · 2024 – 2026

Skills

• Data Analysis
• Git
• GitHub
• Python
• Machine Learning
• JavaScript
• Tailwind CSS
• NumPy
• Pandas
• scikit-learn
• Flask
• Maven
• Generative AI
• REST APIs
• C/C++
• Html/Css
• Javafx
• Oop
• tech troubleshooting
• Web Deployment

Projects

• HotelEase
  Java, JavaFX, Maven

  Hotel management and booking system with dual-role access for guests and admins.

• ALX Desserts
  Python, Flask, JavaScript, Tailwind CSS

  Web-based POS and inventory management system with integrated GCash QR payment, sales reporting, and receipt generation.

• Data Scout Agent
  Python, NumPy, Jupyter Notebook

  Developed an AI-powered data analysis assistant that automates exploratory data analysis, data preprocessing, statistical profiling, and visualization for user-uploaded datasets. Integrated LLM capabilities to generate insights, summarize trends, and answer dataset-specific questions through an interactive chat interface.

• Multilayer Perceptron Neural Network using Backpropagation
  Python, NumPy, Jupyter Notebook

  Implemented a two-layer Multilayer Perceptron from scratch using NumPy. Developed forward propagation and backpropagation algorithms with configurable activation functions and mini-batch gradient descent, and evaluated model performance using training and validation metrics.

Courses & certifications

• Technical Support Fundamentals · Google
• Python Classes and Inheritance · University of Michigan
• Interactivity with JavaScript · University of Michigan
• Database Management Essentials · University of Colorado
• Data Structures & Algorithms · UC San Diego
• AWS Educate: Machine Learning Foundations · Amazon Web Services
• Foundations of AI and Machine Learning · Microsoft
• AI and Machine Learning Algorithms and Techniques · Microsoft
• IBM Machine Learning · IBM
• Microsoft AI & ML Engineering Professional Certificate · Microsoft

🗣️ Languages

• English · Professional