Software Engineer · ML Infrastructure · Backend Systems · AI Safety

triton-kernels — GPU kernels in Triton

• FlashAttention, MatMul, Softmax, LayerNorm
• Autotuning for T4/V100/A100/H100

aria — LLM Red-teaming Agent

• 10 attack strategies, 77 variants
• Reflexion-based learning from failures

ddp-lora-trainer — Multi-GPU LoRA Fine-tuning

• PyTorch DDP with gradient checkpointing
• Mixed precision training (FP16/BF16)

cuda-mempool — CUDA Memory Allocator

• Stream-ordered allocation
• Size-class binning

vibeclean-ai — Static Analysis for AI Code

• AST-based vulnerability detection
• OWASP Top 10 coverage

lockfree-queue — Lock-free Queues (Rust)

arena-alloc — Memory Allocators (C++)

Languages: Python, C++, Rust, SQL ML/AI: PyTorch, Triton, CUDA Infrastructure: Docker, Kubernetes, AWS Data: Kafka, PostgreSQL, Redis