01
Jakarta FloodNet
AI-driven flood prediction system reducing BPBD DKI Jakarta's decision latency from 15-30 min to <1 min using Physics-Informed LSTM and YOLOv8n.
work
My Work
A collection of projects spanning machine learning, security engineering, and leadership.
02
KITAFinance
Finance DeFi App that simplifies Option Trading with gamification, personalized onboarding, and easy-to-understand UX, built on Base and Thetanuts V4.
03
Bekal Bangsa
AI-based platform addressing critical issues in the MBG (Makan Bergizi Gratis) program with Multimodal AI, IoT monitoring, and AI-assisted menu planning.
04
Proteus Guardian
AI-Powered Predictive Maintenance Copilot that monitors machine health in a factory and predicts failures before they occur.
05
Ethereum Fraud Detection System
End-to-end MLOps pipeline achieving 95% accuracy in detecting fraudulent Ethereum transactions with automated retraining.
06
Military Object Detection CNN
Convolutional neural network achieving 90% accuracy in detecting and classifying 6 types of military objects.
07
Mobile Legends Review Analysis
Sentiment analysis system processing 10,000+ Indonesian game reviews with 89% accuracy using LSTM and BiLSTM models.
08
Analog Siren Signal Generator
Designed an analog circuit that generates 'hi-lo' siren sound used by emergency vehicles, built entirely from standard analog components.
09
Bat-Amplifier
Audio Amplifier with 10 V/V gain, 1031Ω input resistance, and 75Ω output resistance, on a custom Batman-designed PCB with 3D printed casing.
skills
Tech Stack
Machine Learning
TensorFlow
PyTorch
MLflow
Agentic AI
YOLO
Computer Vision
MLOps
Security
Snort3
Network Engineering
Proxmox
PNETLab
Firewall
Linux
DevOps
Python
Flask
GitHub Actions
Prometheus
Grafana
Docker
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