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aryanputta/README.md


// work

transformer-servex
Production KV cache optimization · MoE routing · IO-aware attention for long-context LLMs

 cuda-netopt
ML-driven TCP/UDP packet scheduling · DQN network routing · CUDA queue scoring
AeroMimic
Behavior cloning from expert pilots · real-time MAV autonomy · onboard inference stack

 aerosurrogate-control-stack
CFD surrogate modeling · constrained optimization · robustness replacing FEM solvers



// research

satellite telemetry anomaly detection
100K telemetry readings · 5 NASA/ESA fault modes · recurrence-plot CV · 0.91 F1 on Kepler-class wheel oscillation
PDF · repo 		bell labs ml impact analysis
71-paper corpus · semantic clustering · co-authorship networks · Gradient Boosting AUC 0.674 · SHAP attribution
PDF · repo



// open source

17 merged pull requests across NVIDIA · HuggingFace · IBM · LinkedIn · Microsoft · others — inference, CUDA, and ML-systems internals


NVIDIA/cuda-python#2087
FIPS-safe hashes for program cache keys		 NVIDIA/cuda-quantum#4688
nvqpp: discriminate measured-register bool iteration
huggingface/accelerate#4054
Aggregate profiler memory example		 Dao-AILab/flash-attention#2622
weights_only=True across all torch.load sites
ai-dynamo/dynamo#10281
HTTP 415 for unsupported image formats		 linkedin/Liger-Kernel#1157
Guard save_for_backward on grad_bias in fused linear CE



// stack



// metrics


Pinned Loading

  1. KVCacheX KVCacheX Public

    Memory-aware LLM inference optimizer for KV cache compression, eviction, and scheduling.

    Python

  2. adaptive-compute-runtime adaptive-compute-runtime Public

    Adaptive C++/CUDA runtime that profiles workloads at submission time and dynamically routes to CPU, GPU, or batched execution based on arithmetic intensity and transfer cost

    C++

  3. Helios Helios Public

    Hardware-aware compute runtime in C++ and CUDA for real sparse, dense, and graph workloads.

    C++

  4. IBM/aiu-trace-analyzer IBM/aiu-trace-analyzer Public

    A tool to post-process json trace files for IBM-AIU performance analysis. It enhances the traces with additional statistics extracted from the trace data itself and (optionally) by combining it wit…

    Python 13 7