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bubblipathic/README.md

REARIO, JAY

Bachelor of Science in Computer Science, 2025

About Me

Recent Computer Science graduate with a strong foundation in machine learning, data, front-end development, and design.

Technical Skills

  • Machine Learning/Deep Learning: PyTorch, scikit-learn, XLM-RoBERTa
  • Data/Backend: SQL, Postman, PostgreSQL, pgAdmin, Docker, Kestra, Terraform
  • Frontend: ReactJS, Tailwind
  • Programming: Python, Java
  • Design: UI/UX principles, wireframing, prototyping (Figma)
  • Other: Git, Linux, Jupyter Notebook

Major Projects

Filipino-English Sarcasm Detector (XLM-RoBERTa)

Developed a sarcasm detection model for Filipino-English code-switched text using XLM-RoBERTa. Collected and preprocessed dataset, fine-tuned transformer model, achieved strong accuracy on test set.
Tools: Python, HuggingFace Transformers, PyTorch

[Planned Data Engineering Project]

Description/Title Placeholder

Other Projects

  • Lexical & Syntax Analyzer: Implemented in Python, parses and analyses text for lexical and syntactic correctness.
  • Adaptive Traffic Simulator: Built using Pygame to simulate traffic with traffic flow optimization algorithm and emergency vehicle prioritizer.
  • FamilyVault: Basic Java app for local e-document storage and management.
  • Anime Dataset ETL & Analysis: Jupyter notebook pipeline for extracting, transforming, and analyzing anime data with three key insights/visualizations.

Education

Bachelor of Science in Computer Science
PUP, 2025

Interests

  • Playing and buying games

Popular repositories Loading

  1. Traffic-Sync Traffic-Sync Public

    TrafficSync: Simulating Traffic Dynamics through Finite State Automata with Flow Optimization and Emergency Vehicle Priority

    Python

  2. Pegasus-Syntax-Analyzer Pegasus-Syntax-Analyzer Public

    An English-like toy programming language focused on simplicity, readability, and meaning.

    Python

  3. FamilyVault FamilyVault Public

    Locally stored Java app for managing and retrieving family documents.

    Java

  4. XLM-R-Sarcasm-MockPoliteness-Detection XLM-R-Sarcasm-MockPoliteness-Detection Public

    A fine-tuned XLM-RoBERTa model that detects sarcasm and mock politeness in Taglish faculty evaluation texts, using a multi-task learning approach to improve sarcasm detection performance.

    Python

  5. bubblipathic bubblipathic Public

  6. AnilyticsETL AnilyticsETL Public

    An ETL pipeline that processes an anime dataset to generate insights such as top anime rankings, word clouds, and association rules.

    HTML