Portfolio

Hello! I’m an electrical engineer with focus on computer vision, embedded systems, image processing, computer graphics, and machine learning. I also do game development and YouTube as my hobby.

Machine Learning & Computer Vision Projects

YOLO Implementation from Scratch, 2025, implemented YOLOv8n from scratch using Pytorch.
Card Suits Recognition, 2025, card suit shapes recognition using classical computer vision techniques.
Fiber Detection and Length Measurement, 2025, fiber length measurement using classical computer vision techniques.
Various GAN Implementations, 2025, implemented InfoGAN, StyleGAN, TraVeLGAN, and StarGAN.
Autoencoder Based Image Clustering, 2025, implemented an unsupervised clustering with adversarial autoencoder for cat images using PyTorch.
Inverse Radon Transform for Sinogram Backprojection, 2024, implemented a ramp filtered inverse radon transform to transform sinograms back to images.
Pitch Predictor for Singing Synthesizer, 2023, prototyped a pitch predictor from notes input for singing synthesizer using WGAN-GP.
Camera Projection Transformation Rectilinear to Panini Projection, 2023, made a projection transformation shader in HLSL to combine two cameras view in realtime.
Optical Character Recognition for Seven Segment Displays, 2023, developed a digit recognizer and classifier using OpenCV and CNN PyTorch for android device.
Unity Simulation of 2D Localization and Mapping, 2021, made a real-time SLAM simulation in Unity with particle filter and graph SLAM.
CNC Pen Plotter Machine with Arduino, 2021, developed a pen plotter program in Arduino and its interface on computer with serial communication.
Satellite Images Classification, 2020, programmed a satellite images classifier using CNN in PyTorch for a YouTube tutorial.
Smiley Drawings Object Detection, 2019, labeled images for the dataset of the neural network and trained a YOLO based object detection model.
3D Head Pose Estimation, 2019, single camera 3D head pose estimation using OpenCV and Dlib in Python and Blender.

Game & Application Projects

I developed these games and apps:

Anomaly Watch, 2026, a spot the difference game.
Gitakita, 2025, an Android singing synthesizer that is based on the WORLD vocoder.
Space Tracer, 2025, a 3D space racing web game.
Rusa’s Legacy, 2024, an escape room game.
Amber and Ice, 2023, a pocoman-like web puzzle game.
Colorfall, 2023, an Android physics-based puzzle game.
Impedance Matcher, 2023, an Android impedance matching calculator.
Statistika, 2021, an Android statistics calculator for calculating regression and its classic assumption tests.
Teka-Teki Silang Caroll, 2021, and Android hybrid game between crossword and rolling-ball game.
Astromaths, 2020, an Android hyrid game between asteroid-like game and math puzzle game.
Resistor Circuit Simulator, 2020, an Android resistor circuit simulator.

I’m also a contributor in the open source project OpenUtau.

Awards & Achievements

2nd place at the Flame Jam 2025, 2025.
4th place at the Flame Game Jam 3.0, 2023.
Favorite Presentation at the Indonesian 30th National Student Scientific Week (PIMNAS), Applied Technology, 2017.

Certification

TOEFL iBT, Score: 107/120.

Publications & Thesis

A Comparison between Six-Step and Sine-Wave Commutation Methods for Brushless Direct Current Motors
H. Y. Al-Faruq, H. Septanto
International Journal of Power Electronics and Drive Systems (IJPEDS), Vol. 13, No. 2, 2022.
DOI: 10.11591/ijpeds.v13.i2.pp665-673
Orange Classification with Statistical Feature Extraction and Neural Network
Bachelor’s Thesis, Faculty of Engineering, Universitas Gadjah Mada, Indonesia, 2019.

Education