My Name is Friska Cahya Yumanda
I am a Data Enthusiast since 2021 and a self taught Front End Web Developer since 2020
I am a Data Enthusiast since 2021 and a self taught Front End Web Developer since 2020
HELLO!WELCOME TO MY PORTFOLIO WEBSITE
Published an article in Journal of Social Development Studies (JSDS) accredited SINTA 3, with the theme of SDGs 6 and DAK Fisik allocation in Water and Sanitation sectors using K-means clustering method.
Tools: Excel, Python (pandas, matplotlib, seaborn, sklearn)
Published an article in Jurnal Dinamika Ekonomi Pembangunan (JDEP) accredited SINTA 5, with the theme of Regional Expansion Policy and Fiscal Decentralization using comparative analysis with A/B testing.
Tools: Excel, Eviews, Python (pandas, plotly), Google Colab
Conceptualized, designed, and created a three table relational database model to meet business requirements and implemented all type of CRUD SQL functions to perform data retrieval, data management, and data analysis.
Tools: Excel, PL SQL, APEX Oracle
Built an interactive dashboard to analyze the supermarket sales dataset using business metrics and Key Performance Indicators (KPIs) to gain insights on how to improve sales, profit, and reduce cost.
Tools: Excel, Tableau Public
Created 2 clustering model to find out which regions should be prioritized to be the recipient of grant allocation fund in the agriculture sector according to regions' needs, characteristics, and its budget realization performance in the previous years.
Tools: Excel, Python (numpy, pandas, matplotlib, seaborn, sickit-learn)
This website was built from scratch using HTML, CSS, and Javascript. See the source code.
Bachelor of Economics from Universitas Pembangunan Nasional Veteran Jakarta (2019-2023) with total 1 year of experience as a researcher, data analyst intern and freelancer.
She is a proven self-starter and fast learner who was able to learn several programming languages and machine learning models by taking online courses, reading books, and building her own portfolio projects since 2021. As a passionate problem solver who loves working with numbers, statistical analysis, and big data, she is seeking to leverage those skills to solve business problems and provide recommendation to improve corporate performance.
SQL
TABLEAU
PYTHON
EXCEL
BIGQUERY
HTML
CSS
JAVASCRIPT
