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wicakson0/README.md

Hi there 👋

I'm Arief, a computer science and statistics fresh graduate from Indonesia. Currently looking for job opportunities in Software Development and Data Science.

Github Stats

My github stats

My Current Skills

Programming Languages

Python R Java C++ JavaScript

Web Technologies

HTML5 CSS3 React TailwindCSS DaisyUI Bootstrap NodeJS Express.js FastAPI

Databases

Postgres MicrosoftSQLServer MongoDB MySQL

Analytics & ML

scikit-learn Pandas Matplotlib Keras PyTorch

MLops

mlflow

Scripting

Shell Script PowerShell

My Portfolio Projects

  • Machine Learning Churn Prediction: Built a classification pipeline for predicting customer churn. Used Scikit-Learn and LightGBM to build the pipeline, Optuna for hyperparameter optimization, and Optuna Dashboard for experiment tracking. Model is deployed as a REST API using FastAPI.

Currently Learning

Supabase Apache Spark Apache Hadoop OpenCV Go PyTorch

Find Me On

LinkedIn Instagram

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  1. End-to-End-ML-Project-Bank-Churn-Classification End-to-End-ML-Project-Bank-Churn-Classification Public

    This repository hosts my machine learning portfolio project of creating an end-to-end machine learning solutions for banks to predict customer churn, from data cleaning to API.

    Jupyter Notebook