About

I’m an AI researcher and machine learning engineer exploring the frontiers of artificial intelligence through research and implementation. My work focuses on neural architectures, 3D vision, and transformer models.

Research Interests

• Neural Architectures – Transformer variants, mixture-of-experts, efficient attention mechanisms
• 3D Vision – Gaussian splatting, neural radiance fields, 3D scene reconstruction
• Language Models – Scaling laws, alignment techniques (DPO, PPO), mechanistic interpretability
• Efficient ML – Model compression, pruning, knowledge distillation

Background

I combine research with hands-on engineering, implementing and analyzing state-of-the-art methods in deep learning. When inspiration strikes, I write about papers I read as well as random musings on my blog.

Contact

Feel free to reach out via email or connect on LinkedIn. You can find my code on GitHub.