Farah Alysa Putri | Bachelor of Statistics | Data Enthusiast

Farah Alysa Putri

Bachelor of Statistics | Data Enthusiast

Based in Blitar, Jawa Timur

About

I recently graduated with a bachelor’s degree in Statistics from the Islamic University of Indonesia and am actively seeking opportunities in quantitative analysis, data analytics, data science, and data visualization. With practical experience gained through college, internships, and practicum assistant roles, I have developed a strong foundation in data analysis with RStudio, SPSS, Python, Tableau, SQL, and Ms. Office. I am enthusiastic about learning new things, a fast-learner, and fully committed to continuously improving my skills in data analysis.

Skills

Projects

Cardiovascular Drug Recommender System Using Content-based Filtering

This project employs a recommender system with a content-based filtering method. Drug similarity is measured using cosine similarity. The data utilized is sourced from the MIMS website. The developed recommendation system has been implemented on a website, accessible on the link above.

Analysis of Credit Card Customer Churn

This project analyzes Credit Card Customer Churn, identifying key factors influencing customer attrition. It provides actionable insights and visualizations for enhancing retention strategies.

Analysis of Unemployment Factors in D.I. Yogyakarta Using Panel Data Regression Analysis Using Panel Data Regression Analysis

This analysis explores unemployment factors in Kabupaten/Kota, D.I. Yogyakarta, focusing on minimum wage, HDI, and education. The study covers data from 2017 to 2021, with the aim of identifying influences and providing insights on this topic.

HR Employee Attrition Dashboard

The HR Attrition Employee Dashboard project uses Tableau for visualization. It utilizes the IBM HR Analytics Attrition dataset sourced from Kaggle (link provided).

Super Store Sales Dashboard

The Super Store Sales Dashboard project uses Power BI for visualization. It utilizes the SuperStore Dataset dataset sourced from Kaggle (link provided).

Experience

2022

Internship at Pusat Data dan Sistem Informasi Kementerian Perdagangan Indonesia

Creating an infographic for the Price of Basic Materials and Foreign Trade Development, preparing the data dictionary & data structure of the Ministry of Trade, arranging a concept for a satisfaction survey on SISTER, SIPEDA, and Satu Data Perdagangan Portal, and arranging data dictionary & data structure sourced from INATRADE.

2023

MAGENTA (Magang Generasi Bertalenta) BUMN at PT Pelabuhan Indonesia

Analyzing data and creating a customer satisfaction survey report for 2022 on 87 work unit companies, recapitulating customer visit forms and voice of customers every month, and checking the RAB Joint Procurement 2023 in the working areas of the head office, affiliated companies, two regionals, and four sub-holdings

2023

Practicum Assistant of Design of Experiments at Department of Statistics UII

Assisting lecturers in preparing teaching materials for two classes consisting of a total of 51 students, providing practicum material using RStudio and practicum report assignments, and evaluating pretest, practicum report assignments, and responses.

2023

Project-Based Virtual Intern : Data Engineer - BTPN Syariah x Rakamin Academy

Completing various tasks related to the role of a Data Engineer at BTPN Syariah, including SQL implementations and data visualization using Tableau.

Education

2019-2023

Statistics at Universitas Islam Indonesia