ML Systems Engineer focused on inference optimization, compilers, GPU kernels, and AI infrastructure.
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cross_dsl_kernels
cross_dsl_kernels PublicCUDA, Triton and CuTe DSL kernels for transformer inference: fused RMSNorm, decode GEMV, RoPE/KV append and W4A16, with benchmarks and profiling.
Python
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triton-flash-attention
triton-flash-attention PublicFused FlashAttention-2 forward and backward kernels in Triton with MHA/GQA, CUDA validation, reproducible benchmarks, and Nsight profiling.
Python
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lpcv2026
lpcv2026 PublicMobileCLIP2-S2 export, retrieval validation, and Qualcomm QNN deployment for LPCVC 2026 Track 1; verified FP16 results and W8A16 experiments.
Python
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