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alif898/README.md

Hi there ✨

  • I'm an undergraduate at National University of Singapore, studying Economics & Business Analytics 📈
  • I'm passionate about everything data! Anything from data engineering to data science, including machine/deep learning, as well as working with big data 🔥
  • Feel free to checkout my personal projects ⬇️, where I try to expose myself to new technologies and explore interesting data problems!

My tech stack 👽
Languages

Java Badge JavaScript Badge Python Badge R Badge SQL Badge

Data Engineering

Apache Airflow Badge Apache Spark Badge Databricks Badge Google Cloud Badge MongoDB Badge

Data Science/Analytics/Machine Learning

Keras Badge Mixpanel Badge MLflow Badge NLTK Badge pandas Badge scikit-learn Badge Tableau Badge TensorFlow Badge

Software Engineering

Docker Badge Flask Badge Git Badge React Badge Spring Boot Badge

Visitor Count 👋

Thank you for visiting and do get in touch!

Pinned

  1. Spotify-Recommender-System Spotify-Recommender-System Public

    Content-based filtering recommender system using Spotify API. Built with Flask, deployed on Heroku as Docker container.

    Python 1

  2. Weather-Forecast-Fetcher Weather-Forecast-Fetcher Public

    Scheduled ETL pipeline with Apache Airflow to fetch 2hr & 24hr weather forecast data from data.gov.sg's API, load it into BigQuery. Visualisation done with Plotly & Dash and deployed with Cloud Run.

    Python 1

  3. Yelp-Recommender-System Yelp-Recommender-System Public

    Proof of concept for a recommender system for Yelp, using bandit algorithms.

    Jupyter Notebook 2

  4. Grab-Posisi-Analysis Grab-Posisi-Analysis Public

    Analysis of Grab-Posisi dataset, Southeast Asia’s First Comprehensive GPS Trajectory Dataset, as part of NUS Data Analytics Competition 2022.

    HTML

  5. Applied-Machine-Learning Applied-Machine-Learning Public

    DIY implementations of machine/deep learning models used on a variety of datasets.

    Jupyter Notebook

  6. Kattis-Solutions Kattis-Solutions Public

    Solutions to some problems found on Kattis. Solved with Java.

    Java 1 3