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ABLingss
Compiler · MLSys · CV · LLM Engineering

# ABLingss

Researcher in Machine Learning Systems, AI Compilers, Computer Vision, and Audio Generation.

I care about building systems that work — efficient inference, compiler optimizations, and reproducible research.

# Research Interests

  • ML Systems & Efficient Inference: CUDA optimization, FlashAttention, INT8 quantization, KV-cache sparsification, streaming inference
  • AI Compilers: LLVM IR passes (loop/SSA/scalar optimizations), MLIR, TVM AutoScheduler
  • Audio Generation: AR music foundation models, latent diffusion, codec design for long-form generation
  • Computer Vision: Medical image analysis, unsupervised anatomical representation learning

# About This Blog

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