Lab Notebook

My research lab notebook. Documenting experiments, observations, and learnings from my work in AI and machine learning.

Fake Image Detection Using Deep Learning

ongoing
·
computer-vision deep-learning research

Objective Develop a deep learning model to detect AI-generated fake images with high accuracy. Approach Using CNN architecture (ResNet50 as baseline) …

Swarm Intelligence Algorithms Review

completed
·
evolutionary-algorithms optimization literature-review

Objective Review and compare different swarm intelligence algorithms for optimization problems. Algorithms Reviewed Particle Swarm Optimization (PSO) …

Sentiment Analysis on Indonesian Text

failed
·
nlp sentiment-analysis indonesian

Objective Build sentiment classifier for Indonesian social media text. Approach Used pre-trained IndoBERT Fine-tuned on Indonesian Twitter dataset …