Welcome to

Ryan's Data Universe

Where raw data transforms into meaningful stories and actionable insights through the power of analytics and machine learning.

Data Projects

New ✨
Web Analytics

Fraud Detection Model

ML

Comparative Study: Predictive Modeling for Fraud Detection in Financial Transaction Records

Python Kaggle XGBoost TabNet
Web Analytics

Credit Risk Analysis

ML

Credit Risk Prediction Using Sampling Techniques and Ensemble Classification Models

Python ADASYN Optuna Scikit-learn
Coming Soon
Web Analytics

Bearing Capacity Analysis II

ML

Comparative Study of Regression Models for Predicting Bearing Capacity on Shallow Foundations

Python Scikit-learn PyTorch SHAP
Data Visualization Dashboard

Indonesian Earthquake Data

Data

Exploratory Data Analysis and Interactive DataViz for Indonesian Earthquake 2000-2025

Python Pandas NumPy Tableau
Machine Learning Model

Shallow Foundation Analysis

ML

Model development for evaluating the safety factor of shallow foundations against earthquakes

Python Scikit-learn PyTorch SHAP
ETL Pipeline

Shallow Foundation Analysis

WebDev

Deployment of a PyTorch-based predictive model into a web application

Python Flask HTML CSS JS
Published
Web Analytics

Bearing Capacity Analysis I

ML

Comparative Study of Regression Models for Predicting Bearing Capacity on Sandy Clay Slopes

Python Scikit-learn PyTorch SHAP
NLP Processing

Little Lemon Database

DBA

Database Design and Management for Little Lemon Restaurant: A Meta Certification Capstone Project

SQL MySQL MySQL Workbench

About The Data Alchemist

Ryan Fernanda

Ryan Fernanda

Technical Data Professional

4+ Years of Experience
8+ Certifications

I’m a technical data enthusiast with a strong background in Data Science, Data Analytics, Database Administration, and Machine Learning. I specialize in turning raw data into actionable insights through clean, well-structured pipelines and reproducible workflows. Proficient in Python and SQL, I focus on data exploration, statistical analysis, feature engineering, and predictive modeling. My approach prioritizes data quality and integrity, ensuring that every analysis is built on a reliable foundation. I thrive on solving complex problems, discovering patterns in large datasets, and transforming data into strategic value. With a commitment to continuous learning and a scientific mindset, I bring both analytical rigor and creativity to every project. I collaborate effectively across teams and seek innovative, data-driven solutions that create real impact.

Download CV

Academic Background

University of Bengkulu

B.Sc in Informatics / Computer Science
Minor in Intelligent Systems

Professional Development

Trainee - Database Design & Programming

Oracle x Fresh Graduate Academy

Aug – Sep 2024

Trainee - Cloud Architecting

AWS x Fresh Graduate Academy

Feb – Mar 2024

Trainee - Data Analytics

Google x Startup Campus

Feb – Jul 2023

Teaching Assistant - Advanced Database, OS, etc.

University of Bengkulu

Jan 2021 – Jun 2023

AI Talent - Internship Program for Indonesian AI Talents

Artificial Intelligence Center Indonesia

Feb – Jul 2022

Trainee - Artificial Intelligence for GenY Program

Orbit Ventura Indonesia

Aug 2021 – Jan 2022

Trainee - Bangkit Academy 2021

Google, Gojek, Tokopedia & Traveloka

Feb – Jul 2021

Technical Skills

Data Science Data Analytics Machine Learning Big Data Database Design & Administration Data Wrangling Data Cleaning Exploratory Data Analysis Statistical Analysis Data Visualization Data Storytelling Predictive Modeling NLP Generative AI Model Deployment Web Development

Tools & Technologies

Python
SQL
R
Tableau
Python Notebooks
Spreadsheets
Pandas
NumPy NumPy
Scikit-learn Scikit-learn
TensorFlow TensorFlow
PyTorch
HTML
CSS
JavaScript

Certifications

Specializations & Courses

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