Projects
A selection of things I’ve built — research projects, tools, and side experiments.
Fake Image Detection: ResNet-50 Classification of AI-Generated Images
Researcher · August 2025 – December 2025
Published research on pruning and hyperparameter-tuning ResNet-50 to detect AI-generated (deepfake) images with no loss in accuracy.
Thalassemia Edge Deep Learning Model
Researcher · Jul 2026 - Now
Web app + Edge AI system to help hematologists detect Thalassemia from peripheral blood smear images.
Spotipai - Spotify-Inspired Music Recommender UI
AI Engineer · June 2026
Streamlit web app demoing Spotify-inspired recommendation UI with Collaborative Filtering and Content-Based Filtering, final project for Information Retrieval.
TSP Wisata Jogja — Genetic Algorithm
Developer · May 2026 - June 2026
Route optimization app for Yogyakarta tourist destinations using a Genetic Algorithm to solve the Traveling Salesman Problem, with an interactive map.
Improving a Machine Learning Approach for Early Diagnosis of Alzheimer's Disease
Researcher · March 2026 - May 2026
Assignment #3: Improve Modeling — reproducing and improving a published ML approach for early Alzheimer's diagnosis, as a Data Science course project.
Medaka-EL Framework's Research Paper
Researcher · Nov 2025 - Feb 2026
Research paper on the effect of different ensemble methods to detect Medaka fish using the YOLOv8 model.
Benchmarking CNN Compression Methods
Researcher · Nov 2025 - Feb 2026
Efficient Deep Learning for detecting lesions from lung CT scans, part of a research course at the Algorithm and Computation Laboratory, UGM.
Binary Komodo Mlipir Algorithm
Lead AI Engineer & Researcher · Oct 2024 – Dec 2024
A binary version of the Komodo Mlipir Algorithm for feature selection using time-variant transfer functions.
CaDas (Catatan Cerdas)
Lead AI Engineer & Front-End Developer · Jun 2024 – Jul 2024
Web app for student reading comprehension with summarisation, quizzes, and evaluation.
Optimizing CNN Architecture using Komodo Mlipir Algorithm
AI Engineer & Researcher · Aug 2023 – Jan 2024
Final thesis optimizing CNN architectures by adapting the Komodo Mlipir Algorithm from MATLAB to Python.
HaloWisata
Lead ML Engineer · May 2023 – Jun 2023
Mobile app recommending tourist attractions based on mood and ratings. Capstone project at Bangkit Academy.
Waste Detection using Xception
AI Engineer · June 2023
Classify waste types using the Xception model, major assignment for a computer vision course.
Daftar Harga Rumah di Kota Bandung (Dataset)
Engineer · March 2024
Published housing price dataset covering the Bandung districts.