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4 followers · 2 following
  • Nanyang Technological University
  • Singapore
  • LinkedIn in/gianatmaja

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Gianatmaja/README.md

Welcome to my GitHub Profile Page 👋

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About Me

  • 🔭 I focus on data science, machine learning, and business analytics.
  • 🖥 I mainly use Python, SQL, and R.
  • 💼 I have over 2 years of experience as a data & analytics consultant where I supported MLOps implementation, data automation, data management, and digital transformation projects.
  • 🎓 I studied Actuarial Science in Heriot-Watt University, under the School of Mathematical & Computer Sciences, and am currently doing a Master's in Business Analytics at Nanyang Business School, in Nanyang Technological University.
  • 📍 I'm currently based in Singapore.
  • 🔗 For more details, visit my Linkedin profile.

Competencies

Technical

Data Science ML MLOps Data Engineering Business Analytics Statistical Modelling Cloud DevOps

Business

Financical Products LI GI Accounting CRM Customer360

Tech Stack

Tech Stack

Connect with Me

Feel free to reach out to me via Linkedin or by Email!

gianatmaja gianatmaja

Pinned

  1. WhizML WhizML Public

    A reusable codebase for fast data science and machine learning experimentation, integrating various open-source tools to support automatic EDA, ML models experimentation and tracking, model inferen…

    Python 1

  2. Early-Fault-Detection-System Early-Fault-Detection-System Public

    A proof-of-concept for the implementation of an early fault detection system in oil wells, designed to enhance operational efficiency and reduce costs.

    Python 2 1

  3. FastAPI-Cloud-App-for-Income-Prediction FastAPI-Cloud-App-for-Income-Prediction Public

    A classification model on publicly available Census Bureau data, deployed using FastAPI & Render, with CI/CD incorporated using GitHub Actions.

    Jupyter Notebook 1

  4. Emergency-Messages-Data-Analytics-Platform Emergency-Messages-Data-Analytics-Platform Public

    End-to-end pipeline that stores, analyses and classifies the categories of emergency messages.

    Jupyter Notebook 1 1

  5. ML-Pipeline-for-Rental-Prices-Prediction ML-Pipeline-for-Rental-Prices-Prediction Public

    A reusable ML pipeline that is used to predict short-term rental prices in NYC, based on the property-related features.

    Jupyter Notebook

  6. Udacity-Data-Engineering-Nanodegree Udacity-Data-Engineering-Nanodegree Public

    This repository contains the projects I completed in the Udacity Data Engineering Nanodegree.

    Jupyter Notebook