Rishit Dagli
where else to find them
what they talk about
all 8 in the filters
where they keep going back
- Open Source Summit Latin America2 editions2022–2022
all 12 in the filters
on a stage with
- Shivay Lamba12×
who talks about the same things
- Tiejun Chen20 talks
- Vivian Hu10 talks
- Saiyam Pathak38 talks
- Abdel Sghiouar29 talks
- Miley Fu25 talks
- Animesh Singh23 talks
| title | conference | date |
|---|---|---|
| Orchestrating Machine Learning on Edge Devices Using Akri and WebAssembly | Kubernetes on Edge Day NA 2023 | 2023-11-06 |
Combines Project Akri and WebAssembly to discover cameras/phones as Kubernetes resources on a k3s cluster and run ML inference via a wasm shim and Akri… | ||
| Lightning Talk: Orchestrating Machine Learning on Edge Devices... | PyTorch Conference 2023 | 2023-10-16 |
Claim: PyTorch models can run efficiently on heterogeneous edge devices by compiling inference to WebAssembly, scheduling them via a Wasm broker, and treating… | ||
| Quantum Machine Learning 101: An Introduction for Beginners with... | Open Source Summit North America 2023: Open Source On-Ramp | 2023-05-10 |
Demos build and convert quantum circuits into tensors using TensorFlow Quantum and Cirq, create a parametrized quantum circuit as a trainable layer, and run… | ||
| GitOps for Machine Learning Pipelines | cdCon + GitOpsCon 2023 | 2023-05-08 |
Shows that GitOps applies beyond CI/CD by wiring GitHub, Kubernetes and Kubeflow to run, version and promote ML work: experiments are declared as PRs, 100… | ||
| Making the Most Out of Your Hardware Accelerators in a Kubernetes Cluster | Kubernetes Batch + HPC Day Europe 2023 | 2023-04-18 |
Naive runs with one Tesla T4 plus one vCPU are slower than two vCPUs because the GPU spends long idle time waiting on CPU preprocessing; adding prefetching and… | ||
| Supercharge Your Kubernetes AI Deployments with Wasm | KubeDay Japan 2022 | 2022-12-07 |
Claims a small WebAssembly AOT-compiled inference of MobileNet runs 2–2.5× faster than the same Python container and shows the benchmark code. Demonstrates… | ||
| WebAssembly Based AI as a Service on the Edge with Kubernetes | Kubernetes on Edge Day North America 2022 | 2022-10-25 |
Shows a concrete pipeline: Rust code compiles to a .wasm module, optionally AOT‑compiled with WasmEdge to native, runs TensorFlow Lite MobileNetV2 inference… | ||
| Building Machine Learning Inference Through Knative Serverless... | KnativeCon North America 2022 | 2022-10-24 |
Claims a concrete serverless path for model inference by using KFServing on Knative to run scikit‑learn, TensorFlow and PyTorch models with YAML that defines… | ||
| ⚡ Lightning Talk: Open Source, Kubernetes, And CloudNative From the Eyes Of a High-Schooler | KubeCon + CloudNativeCon North America 2022 | 2022-10-24 |
Claims hands-on experience contributing to Kubernetes and CNCF projects as a recent high-school grad and shows how that happened via new contributor meetups… | ||
| Deploying ML at Scale with Kubernetes and TFX | Open Source Summit Latin America 2022: Open AI + Data Forum | 2022-08-23 |
Deploys a SavedModel (ResNet ~110 MB stored on GCS) with TensorFlow Serving inside Kubernetes, exposing REST on port 8501 and gRPC endpoints, serving a sample… | ||
| Federated Machine Learning with Kubernetes | Open Source Summit Latin America 2022: Open AI + Data Forum | 2022-08-23 |
A concrete demo shows federated training of a Keras MNIST-style model wrapped with TensorFlow Federated where 10 simulated clients each train locally and send… | ||
| WebAssembly Based AI as a Service | Open Source Summit Latin America 2022 | 2022-08-23 |
Claims that WebAssembly runtimes plus Rust give huge inference wins: benchmarks show 12–15x vs Node.js and ~25x vs Python; a MobileNet V2 demo runs in 215 ms… | ||
| Deploying ML at Scale with Kubernetes and TFX | Open Source Summit Latin America 2022 | 2022-08-23 |
Shows a concrete pipeline that packages a TensorFlow SavedModel (ResNet ~110 MB) to TensorFlow Serving, deploys it in Kubernetes with a LoadBalancer, and… | ||
| Federated Machine Learning with Kubernetes | Open Source Summit Latin America 2022 | 2022-08-23 |
Shows a working federated training pipeline that uses TensorFlow Federated to train on an EMNIST-style dataset partitioned across 10 simulated clients, runs… | ||
| WebAssembly based AI as a Service with Kubernetes | Kubernetes Community Days Africa 2022 | 2022-07-07 |
Claim: WebAssembly runtimes deliver dramatically faster ML inference and much smaller images than Linux containers. Demonstrations use WasmEdge, QuickJS and… | ||
| Superpower your Android apps with ML: Android 11 | droidcon APAC 2020 | 2020-12-14 |
Shows how to import a TFLite model into Android Studio, instantiate the generated class, and run inferences with three lines of code using the Model Binding… | ||
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