Claude Skills for a Data Scientist / ML — Page 8
Earth2Studio Forecast Wrapper Builder
Build and validate Earth2Studio time-stepping forecast wrappers.
Holoscan Python Wheel Installer
Install Holoscan SDK Python bindings in a virtual environment and verify them on a Linux NVIDIA GPU system.
Jetson CSI Camera Customization
Generate and validate kernel device-tree overlays for MIPI and GMSL cameras on custom Jetson Thor or Orin carriers.
Jetson UPHY Lane Allocation
Configure UPHY lane allocation for Orin and Thor custom carriers.
Jetson Inference Memory Tuning
Choose a Jetson serving runtime and generate memory flags from the device snapshot and workload.
Jetson BSP Image Validator
Validate a flashed Jetson BSP image on disk and on the target device.
TAO DEFT AOI Improvement Loop
Automates evaluation, defect augmentation, mining, retraining, and deployment gating for PCB inspection models.
TAO Depth Anything v2
Train, evaluate, export, and deploy monocular depth models from single RGB images with NVIDIA TAO.
TAO MAL Weakly Supervised Segmentation
Train segmentation models from point or box annotations and produce masks with minimal labeling.
TAO Pose Classification
Classify pose-keypoint sequences into action categories with ST-GCN.
Catheter Navigation Fluoroscopy Smoke Tests
Validate core catheter-navigation workflow behavior on CPU-only CI environments.
Catheter Navigation Fluoroscopy Viewport
Launch an interactive fluoroscopy viewport with real-time catheter physics and navigation controls.
I4H Workflow Environment Creator
Scaffold a runnable Isaac for Healthcare environment by forking a proven existing environment.
NVIDIA DeepStream Development
Reliable Python pyservicemaker guidance for building NVIDIA DeepStream video analytics pipelines.
DOCA DPDK Bridge
Add DOCA capabilities to an existing DPDK data plane without rewriting it.
DOCA Erasure Coding Development Skill
Guides hands-on DOCA Reed-Solomon resilience development and debugging on NVIDIA hardware.
DOCA Flow gRPC Remote Control
Deploy, secure, smoke-test, and troubleshoot DOCA Flow’s gRPC control plane for non-C++ clients.
NVIDIA DOCA Flow Development Skill
Build, validate, and debug DOCA Flow packet-steering applications on supported NVIDIA NICs and DPUs.
Holoscan SDK Source Builder
Build Holoscan SDK from source in a Docker container and produce a local CMake-consumable installation tree.
Jetson Thor MGBE/QSFP Configuration
Enable Jetson Thor 25G, 10G, or 1G MGBE network paths through a kernel device-tree overlay.
CAD to SimReady Workflow
Converts CAD or source assets into validated, simulation-ready USD through staged authoring, property assignment, conformance, and packaging.
PAS People Attribute Search Workflow
Augment person-crop datasets and generate searchable attribute labels on OSMO.
TAO BEVFusion Training
Train, evaluate, and run inference on BEV 3D detection models that fuse LiDAR and camera data with TAO.
TAO CenterPose Pose Estimation Skill
Guides agents through training, evaluation, export, and deployment of CenterPose models for 6-DoF object pose estimation.