Hello, I'm

Muhammad
Erico Ricardo

Turning Data into Business Impact

Data Analyst & ML Practitioner — Building intelligent solutions from raw data at Sugar Group Companies.

View Experience → Let's Connect
3+
Years Exp
7
Dashboards
98%
CNN Accuracy
Muhammad Erico Ricardo
UB Alumni
About Me

Turning Raw Data into
Actionable Insights

A results-driven professional with a strong foundation from Brawijaya University's Faculty of Informatics and advanced data science training from Hacktiv8. I specialize in transforming raw data into actionable business intelligence and automated solutions.

📊

Dashboard Engineering

Slashed reporting time from 10 days to under 24 hours with intuitive Tableau & Looker dashboards.

🔗

Data Pipeline Pioneer

Integrated accurate data pipelines from 3 companies via MySQL, eliminating data silos.

⚡

Workflow Automation

Automated WhatsApp notification system using PHP, enhancing operational responsiveness.

📋

Process Improvement

Led cross-functional SOP development for Factory QC, standardizing operations.

🎯

Now seeking a Data Scientist role where I can fully apply my passion for building predictive models and AI solutions to create tangible business value.

Experience

Where I've Worked & Studied

Current
Business Analyst
Sugar Group Companies
Present
  • Engineered dashboards in Tableau and Looker, slashing reporting time from 10 days to under 24 hours.
  • Pioneered centralized data pipelines from 3 companies via MySQL and DBeaver.
  • Automated communication workflows using PHP WhatsApp notification system.
  • Led cross-functional SOP development for Factory QC standardizing operations.
Full Time Data Science
Hacktiv8
June 2024 — Sept 2024

Hands-on experience in data preprocessing, visualization, forecasting, prediction, model building, and neural networks.

S1 Informatics Engineering
Brawijaya University
Aug 2020 — Feb 2024

Cultivated deep interest in data science through coursework in programming, mathematics, and calculus.

Data Analyst and AI
Maribelajar.id
Feb 2023 — June 2023

Honed data visualization skills using Microsoft Azure. Created a healthcare facility dashboard for Tangerang using Power BI.

Skills

What I Bring to the Table

Collaboration

I thrive in collaborative environments, finding that working together leads to more efficient outcomes.

Data Visualization

Matplotlib Seaborn Tableau Power BI Kibana

Data Forecasting

ARIMA SARIMA

Data Clustering

K-Means K-Modes K-Prototype

Data Regression

Logistic Regression

Data Classification

XGBoost Tree-based Models Naive Bayes K-NN

Tools & Technologies

Python SQL Machine Learning MySQL DBeaver PHP Microsoft Azure
Certifications

Credentials & Achievements

Full Time Data Science

Hacktiv8

Data Analyst and AI

Maribelajar.id

Microsoft Azure AI Fundamentals

Microsoft

Microsoft Azure Data Fundamentals

Microsoft

Get In Touch

Let's Work Together

I'm always open to discussing new opportunities, interesting projects, and ways to create data-driven solutions.

LinkedIn Email