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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Quickdraw

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iragca/README.md

Chris Andrei Irag

I always love creating solutions to problems for things that I am passionate about.


Static Badge Static Badge

🏫 University of Science and Technology of Southern Philippines

🎓 4th Year Data Science Undergraduate

Experiences in building projects:

  • Languages and Tools
    • Python
    • FastAPI
    • SQL
    • JavaScript
    • React
    • Svelte
    • Git
    • PostgreSQL
  • AI and Analytics
    • PyTorch
    • LangChain
    • statsmodels
    • scikit-learn
    • pandas/polars
    • Google Data Studio
    • QGIS
    • Streamlit
    • MLflow
  • Automation
    • GitHub Actions
    • Docker
    • Linux
    • Bash
    • n8n
    • Airflow
  • Cloud
    • Cloudflare
    • Vercel
    • Supabase

Favorite Projects

I contribute to projects that I am passionate about. I have special interest in data engineering, building web apps, home automation tools and governable AI. Below are my favorite projects that I have worked on which show what I am all about.

TRACE


TRACE is a deep learning capstone project, which aims to predict user interaction with extremist conversations, particularly in X/Twitter. The data was gathered from APIs, and scraped from Twitter using existing Python Twitter scrapers. We use the data to train a user-tweet interaction model, specifically Graph Neural Networks.


Docuisine


Docuisine is a self-managed/hosted application for saving and documenting food recipes. Inspired by my hobby of cooking, I aimed to document favorite recipes I encounter and wish to cook myself. These recipes are rich in metadata and can be easily shared with friends over the internet.


USTP-CDO Campus Interactive Map


USTP-CDO Campus Interactive Map is an interactive map of my alumni university USTP inspired by Stanford. It features accessible, searchable, and shareable links to landmarks, event centers, buildings, utilities and more. These locations are accompanied with on site pictures as visual aid. All types of locations have their own identifiable pins on the map.


Meal Stub QR Code Generator


This project was a quick and fast scripting solution requested by a close relative to generate meal stubs for an upcoming event. This one was quite memorable for as this was the first time I got paid for writing software.


AniList Data Transfer

This project was my first real experience in handling actual big data.




Languages and Tools

roadmap.sh

Leetcode Stats

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  1. statewatch statewatch Public

    A simple data pipeline for keeping up with the state of the world economy.

    Python

  2. DS413-final-project DS413-final-project Public

    An integrated image classification dataset of laboratory and field images

    Jupyter Notebook 1

  3. iragca-python iragca-python Public

    My library of custom python scripts and configurations.

    Python

  4. ustp-party/map ustp-party/map Public

    Interactive map of USTP-CDO

    Svelte

  5. docuisine docuisine Public

    Create, browse, and share recipes

    Python

  6. prof4nities prof4nities Public

    A small Python library to detect and optionally censor profane or inappropriate words using language-specific wordlists, Levenshtein distance, and fuzzy string matching.

    Python 1