About

An unwavering advocate for the belief that the convergence of data science and compelling communication is the vital force sustaining societies amid the relentless tide of automation's evolution.

Driven by ambition and a constant desire to learn and explore new ideas. He sees himself as a relentless seeker of ambition, ever eager to embrace new knowledge both within his field and beyond, navigating the vast realms of his personal and professional life with unyielding curiosity. He is also a fervent tech enthusiast, driven by a passion for the latest innovations.

Though he may not yet be the foremost expert in his field, he is driven by dreams of pushing boundaries and welcoming progress, all while remaining unwavering in his values. His journey is fueled by a deep-seated dedication to advancing his nation's future.

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Curriculum Vitae

A fleeting glimpse into the life of Sean.

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Work Experience

Sinarmas Land

Data Analytics Specialist

May 2025 - present

South Tangerang, Banten, Indonesia


Leveraged Python, SQL, and automated ETL pipelines to analyze market trends and deliver data-driven strategic insights through Power BI dashboards. Additionally, built and operationalized AI models for sentiment analysis, profile classification, and automated summarization to streamline cross-functional reporting.

Unilever

Supply Chain Finance Business Intelligence Analyst

November 2024 - May 2025

South Tangerang, Banten, Indonesia


Developed award-winning data analytics solutions, automated processes using VBA, Power Automate, and Python, and created advanced Power BI dashboards to enhance business performance.

Sinarmas Land

Business Intelligence Intern

July 2024 - November 2024

South Tangerang, Banten, Indonesia


Collected market data to understand trends and preferences. Analyzed this data to identify patterns, evaluate conditions, and understand customer needs.

PT. Bhinneka Sangkuriang Transport

Data Analyst Intern

September 2023 - December 2023

Bandung, West Java, Indonesia


Researched shuttle scheduling optimization, analyzed historical data and departure patterns, and calculated load factors. Developed a dashboard to visualize patterns and derive business insights.

Astra International

Data Intelligence Intern

July 2023 - September 2023

North Jakarta, Jakarta, Indonesia


Completed in-class training in Data Intelligence, focusing on SQL, Python, PowerBI, web scraping with Selenium, JSON, and FastAPI. Extracted and processed data from PostgreSQL using Python, then applied machine learning and cross-validation for optimal predictions.

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Education

Institut Teknologi Bandung

Bachelor of Science

September 2020 - August 2024

Bandung, West Java, Indonesia

Kolese De Britto

July 2017 - June 2020

Sleman, Special Region of Yogyakarta, Indonesia

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Projects

Cryptora

Cryptora: Secure Data Storage App

Python

Cryptora is a tool to encrypt sensitive information in a form of excel file and further decrypt it from a binary file.

Financial Trading Analysis

Financial Trading with Deep Convolutional Neural Networks

Python

Algorithmic Trading with Deep Learning: A 2D CNN Approach for Stock Movement Prediction Using Technical Indicator Images.

Heart Disease Classification

Utilizing Deep Learning for Classification of Heart Disease

Python

Exploring Deep Learning for Heart Disease Prediction: A Comparative Study of MLP and CNN Models Using Patient Symptom Data.

Eventhings

Eventh!ngs: Find Your Event Needs Here!

Python

Eventhings is a platform that connects event organizers with vendors, media partners, and sponsors. It uses machine learning, including recommendation systems and NLP, to personalize and streamline the event planning process.

Gold Ore Modeling

Captcha Solver

Python

A Recaptcha Solver implemented using Python Selenium and the Buster extension.

Gold Ore Modeling

Comparison Study of Methods for Finding All Roots of Nonlinear Equation Systems Using Differential Evolution

Matlab

A thesis, titled "Comparison Study of Methods for Finding All Roots of Nonlinear Equation Systems Using Differential Evolution," explores the performance differences among three optimization methods used to find solutions for multiple nonlinear equation systems.

Predicting Environmental Quality

Stock Price Prediction Website Using Machine Learning and Math

Python

Developed a model using technical and fundamental analysis, including regression for short-term predictions, machine learning for long-term forecasts, and a user-friendly website.

Stock Prediction Image

Mathematical Approach for Predicting Environmental Quality in West Java

Python

Analyzed environmental index data by processing annual data (2011-2021) for West Java and predicting the 2022 index using curve fitting and extrapolation.

Gold Ore Modeling

Spatial analysis for Gold Ore Modeling in West Java and Banten

R

Analyzed the impact of outliers on gold ore data by processing spatial properties and value, predicting content with ordinary kriging, and interpreting correlations with gold commodity values.