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u-Kuro/README.md

Reaven Dupitas

BSCS Fresh Graduate · Open to ML Roles · Philippines or Remote
I build ML models, create applications, and get them running.

  • 🎓 BS Computer Science, Mapúa University, 2025
  • 🔬 Focus: Machine Learning Applications
  • 💼 Seeking: Junior ML Engineer, Philippines or remote
  • 📍 Pasay, Metro Manila, PH (UTC+08:00)

🛠️ Tech Stack

  • Languages: Python · JavaScript · Java · SQL
  • ML & Data Science: Scikit-learn · XGBoost · PyTorch · Hugging Face Transformers · Optuna · spaCy · NLTK · SHAP · Pandas · NumPy
  • MLOps & Infrastructure: MLflow · Apache Airflow · Evidently · Docker · Kubernetes · Terraform · GitHub Actions
  • Backend & Databases: FastAPI · Flask · PostgreSQL · Pydantic
  • Frontend & Deployment: Svelte · Web Workers · IndexedDB · Hugging Face Spaces · Vercel

🚀 Featured Projects

Animanga Recommendation Engine · Recommender Systems · Solo Project

A system that connects to a user's anime tracking account, studies everything they've seen, and produces a personalized ranked list of what to see next across thousands of titles.

Live Website | GitHub

Fraud Detection Platform · MLOps · Solo Project

An end-to-end MLOps platform that monitors a credit-card fraud detection model for drift, trains a replacement when drift is detected, and deploys it only after a person approves each step. The whole cloud setup, including an AWS emulator, a Kubernetes cluster, and CI/CD, runs locally in Docker with a single make up.

GitHub

Political Sentiment Analysis · NLP · Thesis

A sentiment analysis system trained on 2024 U.S. political discourse from YouTube videos. Built with BERT and deployed as a Flask web application on Hugging Face Spaces.

Live Website | Paper | Model | GitHub

Open to work. Feel free to reach out via email or LinkedIn

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  1. Kanshi-Anime-Recommender Kanshi-Anime-Recommender Public

    Anime, Manga, & Novel Recommender (Website and Android Application). Also includes Manhwa, Light Novel (LN), Manhua, & One Shot.

    Svelte 38 4

  2. fraud-detection-platform fraud-detection-platform Public

    An end-to-end MLOps platform that monitors a credit-card fraud detection model for drift, trains a replacement when drift is detected, and deploys it only after a person approves each step.

    Python

  3. Investment Investment Public

    A system that automatically pulls the price history of every large-cap stock and cryptocurrency, runs analysis on that history, and sends notification for investment opportunities.

    Java

  4. Thesis-2024-U.S.-Presidential-Election-Sentiment-Analysis Thesis-2024-U.S.-Presidential-Election-Sentiment-Analysis Public

    A sentiment analysis system trained on 2024 U.S. political discourse from YouTube videos. Built with BERT and deployed as a Flask web application on Hugging Face Spaces.

    Jupyter Notebook 1