About Me
I'm Mehrdad. Welcome to my webpage. I share a summary of my journey as a computer scientist and a systems engineer. I'm a multimodal machine learning yoda who dreams in embeddings and speaks the language of AI fluently. As a large model maestro, I've built and deployed transformer-based RAG assistants on the web. My pattern recognition skills rival those of a caffeine-fueled raccoon, with ML clustering and similarity abilities that are off the charts. Python is my weapon of choice in my role as a code ninja, and I'm well-versed in deep learning frameworks like PyTorch and TensorFlow. A passionate tech nerd to the core, I eat, sleep, and breathe technology, with a side of chess for good measure. I lead with unwavering customer focus, embracing a ”why-not” mindset of creative problem-solving and employing ”what-if” imagineering to envision innovative solutions.
Blog Posts
- Optimizing PyTorch/XLA Performance on LLaMA Models (2023-09-11)
- PyTorch Advanced Guide: torch.compile() and AOT Compilation (2024-03-15)
- PyTorch Autograd: The Engine Behind Neural Network Training (2024-04-20)
- LLVM and PyTorch: The Hidden Alliance Powering AI (2024-04-25)