I write from the intersection of research and practice: mathematical foundations, paper-driven investigations, implementation experiments, and personal perspectives on the changing landscape of AI. Notes may be written in English or Bahasa Indonesia, depending on the subject and intended audience.
Building Counterfactual Image Generative Models with JAX
causal-inference
generative-ai
computer-vision
jax
Optimizing 3D Gaussian Splatting on TPU with JAX/XLA
machine-learning
deep-learning
computer-vision
implementation
research-notes
On-Device Medical Intelligence: Converging MedGemma 1.5 and LiteRT
machine-learning
generative-ai
computer-vision
implementation
research-notes
Production-Grade 3D Gaussian Splatting on Apple Silicon with Native MPS Kernels
machine-learning
computer-vision
implementation
research-notes
Deep Dive into DECA: Detailed Expression Capture and Animation
machine-learning
computer-vision
deep-learning
implementation
research-notes
Unmasking FLAME: The Articulated 3D Face Model Powered by Apple MLX
machine-learning
computer-vision
deep-learning
implementation
research-notes
Beyond the Triangle: Building a 3D Gaussian Splatting Engine from Scratch in JAX
machine-learning
deep-learning
computer-vision
implementation
research-notes
Agentic Engineering Insights from The Creator of Claude Code
generative-ai
implementation
opinions
reading-notes
research-notes
Generating Audio-Driven Talking Face Animation from Single Image
generative-ai
computer-vision
implementation
Build Your Own Sovereign AI Personal Healthcare with MedGemma
generative-ai
implementation
[Paper Review] 2025 State of AI Code Quality
reading-notes
opinions
Demystifying Text-to-Speech and Voice Cloning for Content Creation
generative-ai
implementation
Mengapa Model Bahasa AI Berhalusinasi?
generative-ai
research-notes
Implementing Neural Radiance Fields (NeRF) with Keras 3
computer-vision
implementation
State of the Art in AR, VR, and XR tech (2024-2025)
research-notes
opinions
Melatih Vision Transformer dengan Keras 3
deep-learning
computer-vision
implementation
Recent Advancements in Deep Learning Optimization
deep-learning
mathematics
Activate PGVector Extension in PostgreSQL for RAG
generative-ai
implementation
Membuat model teks generatif Chairil Anwar dari nol dengan Transformer
generative-ai
implementation
Bot Tanya-Jawab dengan Large Language Model Gemini
generative-ai
implementation
Percepatan Komputasi Deep Learning pada Apple Silicon M
deep-learning
implementation
Pengaruh Augmentasi Data pada Klasifikasi Objek Citra
computer-vision
implementation
Support Vector Machines: Penjelasan Matematis dan Intuitif
machine-learning
mathematics
Generative Adversarial Networks
generative-ai
deep-learning
Ringkasan Mingguan Bacaan AI (26 Oktober 2019)
reading-notes
research-notes
Ringkasan Mingguan Bacaan AI (12 Oktober 2019)
reading-notes
research-notes
AI Weekly Reading Summary (28 September 2019)
reading-notes
research-notes
AI Weekly Reading Summary (1 June 2019)
reading-notes
research-notes
AI Weekly Reading Summary (25 Mei 2019)
reading-notes
research-notes
Ringkasan Mingguan Bacaan AI (18 Mei 2019)
reading-notes
research-notes
Active Contour Model (Snakes)
computer-vision
mathematics
implementation
research-notes
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