Projects

Projects

Works

Works

Circuit Craze

Circuit Craze is an iPadOS-based game for learning about series and parallel circuits. Circuit Craze has been recognized as one of the 50 Distinguished Winners in  WWDC24.

iOS Developer | Feb 2024

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Tiati

Tiati is an iOS-based application to prevent microsleep while driving by detecting eye blink frequency, eye blink duration, yawn frequency, yawn duration, and head tilt inclination.

iOS Developer & UX Researcher | Sept 2023 - Apr 2024

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MISSING

MISSING is an iPadOS-based game that immerses players take on the role of a female student who must navigate through the ruins of her school to uncover a missing piece of history.

iOS Developer & Tech Lead | Jun - Jul 2023

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Indonesian Banknote Value Recognizer

Build a model to recognize the value of Indonesian banknotes in various environments and conditions, achieving a 96.66% accuracy rate, and implement it as a GUI.

Machine Learning Engineer | Jan 2023

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Stroke Predictor

Build a model to predict whether a person would have a stroke with a 95.03% accuracy rate and implement it as a GUI.

Machine Learning Engineer | Jun 2022

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Weather Forecast using Logistic Regression Classifier

Build a model to classify weather into two classes: Rain or Snow, achieving a 99.8% accuracy rate.

Machine Learning Engineer | Mar 2022

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Human Identification System based on Ear Shape using CNN

A scientific study to train MobileNet, VGGNet, ResNet, EfficientNet, and AlexNet using the EarVN1.0 dataset, focusing on hyperparameter tuning of EfficientNetV2-S to achieve 92% accuracy.

Machine Learning Engineer | Feb 2023 - Mar 2024

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Bobori

Bobori is an iOS-based application to help parents track and implement their baby's sleep training using Chair Method. The parents need to fill in a daily form about their child's sleep training progress.

iOS Developer | Apr - May 2023

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KASIH

KASIH is an iOS-based breast milk donation platform for mothers and infants in the Jabodetabek region. KASIH facilitates location-based and preference-based filtration between potential donors and recipients.

iOS Developer & Tech Lead | Jul - Aug 2023

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Indonesian SMS Spam Detector

Build a model to classify Indonesian SMS as either spam or ham using TF-IDF Vectorizer, achieving a 95.51% accuracy rate, and implement it as a GUI.

Machine Learning Engineer | Jun 2022

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Email Spam Filter Application

Build a model to classify an email as either spam or ham, achieving a 94.84% accuracy rate, and implement it as a GUI.

Machine Learning Engineer | May 2022

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