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  • Bicol University
  • Bicol, Philippines

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rixmape/README.md

Mandelbrot set

I'm an academic working in natural language processing, computer vision, and robotics. My research centers on building trustworthy AI systems by revealing how they work internally.

🔭 Focus

Right now, I'm exploring interpretability for embodied intelligence. I ask questions like: How do physical agents perceive and interact with their environment? What mechanisms drive their decision making?

💻 Competencies

I have extensive experience with frameworks such as:

numpy pandas scikit_learn scipy xgboost statsmodels tensorflow pytorch keras huggingface spacy opencv pillow scikit-image matplotlib seaborn plotly autokeras fastapi flask django dask pydantic scrapy requests

🔬 Research

Some of my key projects include:

Eidos BiasX Teleman
Eidos BiasX Teleman
A conversational agent that leverages transformer-based models to analyze inconsistencies within the belief system of philosophy students. A statistical framework that applies explainable AI techniques to detect and quantify gender biases in face recognition systems. A mobile robotics platform that uses Arduino microcontroller and LoRaWAN protocol to deliver food supplies during disaster scenarios.

Pinned Loading

  1. disaster-prep-chatbot disaster-prep-chatbot Public archive

    The Local Disaster Preparedness Chatbot is designed to provide accurate, recent, and localized information to enhance the capability of communities to prepare for and respond to natural disasters.

    Python 1

  2. eidos eidos Public archive

    Eidos is a web application designed to engage users in a dialogue using the Socratic method. This approach encourages users to articulate their beliefs, confront inconsistencies, and consider alter…

    Python

  3. biasx biasx Public archive

    BiasX is a Python library for detecting and explaining gender bias in face classification models.

    Jupyter Notebook

  4. micromouse-simulator micromouse-simulator Public archive

    A simulation of a micromouse maze-solving robot.

    TypeScript 1

  5. pinoy-cuisine-association-analysis pinoy-cuisine-association-analysis Public archive

    Association analysis for discovering relationships between ingredients used in Filipino dishses

    Jupyter Notebook 1

  6. quantum-snake quantum-snake Public archive

    Classic snake game meets quantum mechanics! 🐍⚛

    JavaScript 1