~/talks

Jason Mayes

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Client side Web AI Agents Building smarter user experiences for a future ageBuild Stuff 20252025-12-03
Prototype demonstrates a browser agent that parses voice, extracts structured JSON, and calls existing page functions as tools to book flights and change…
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State of client side AIWeb AI Summit 20252025-10-17
Claims that web AI runs entirely locally on consumer GPUs (demo on a 5‑generation‑old Nvidia 1070) and that Web AI usage grew from 1M to 1.2B yearly downloads…
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Discover Web AI: Client side Agents, Gen AI, and machine learning in the browserWeb AI Summit 20252025-10-17
Demonstrates that full AI stacks run in-browser with Hugging Face collaboration and a Visual Blocks low-code pipeline built in seconds, claiming privacy, lower…
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State of client side machine learningWeb AI Summit 20252025-10-17
Overview points and hard numbers: Google reports over 1 billion cumulative downloads of MediaPipe and TensorFlow.js with ~600 million downloads per year…
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Client side Web AI Agents: Building smarter user experiences for future agentic ...CityJS Athens 20252025-05-28
Prototype runs entirely client side using 2 billion parameter Gemma via the Mediap web LLM library, executing on a five‑generation GPU (Nvidia 1070 GPU) with…
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Day 1 13 Jason MayesCityJS Athens 20252025-05-28
Demonstration builds an on-device agent that runs the Gemma 2B model in the browser via the Mediap web LLM library, exposes existing site functions as callable…
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AI – Using AI During Development, What’s the Future of Development Going to Be, etc.JSNation 20242024-06-13
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Web Apps of the Future With Web AIJSNation 20242024-06-13
Argument that web AI runs real models in the browser with concrete wins: models run on-device via JavaScript, WebGPU and WebAssembly, TensorFlow.js and…
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Transfer learning in JavaScript with TensorFlow.jsGoogle I/O 20222022-05-11
Builds a browser Teachable Machine clone that uses TensorFlow.js and a MobileNet v3 feature vector from TF Hub, resizing webcam frames to 224×224 and…
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TensorFlow.js: From prototype to production, what's new in 2022?Google I/O 20222022-05-11
TensorFlow.js adds concrete production-ready features: Coral Edge TPU support via tfjs-tflite-node for Node.js, a new selfie depth model for per-pixel…
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Incredible things your community is creating with TensorFlow.jsGoogle's Machine Learning Virtual Community Day 20212021-11-09
YogaAI classifies six poses and runs a 10-second hold timer that pauses when detection fails; PoseNet extracts body keypoints and extrudes pose data into 3D/AR…
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TensorFlow.JS 101: ML in the Browser and BeyondJSNation Live 20212021-06-09
JavaScript with TensorFlow.js allows for machine learning in various environments, enabling the creation of applications like augmented reality and sentiment…
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Machine learning for next gen web apps with TensorFlow.jsGoogle I/O 20212021-05-18
Library updates and concrete wins: 3.2M NPM downloads with ~50M CDN hits and 12.5k GitHub dependents; Face Mesh adds iris tracking; new pose models MoveNet (17…
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Machine Learning on the web with TensorFlow.jsGoogle I/O 20212021-05-18
A live AMA that explains what TensorFlow.js actually does and how it is used: runs models in-browser and on Node.js, converts Keras/TensorFlow and TF Lite…
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TensorFlow.js: Make a smart webcam in JS with a pre-trained ML modelGoogle I/O 20212021-05-18
Step‑by‑step live coding builds a working smart webcam using TensorFlow.js and the pre‑trained COCO‑SSD model that detects about 80 object classes in real…
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Superpowers for next gen web apps: Machine learningChrome Dev Summit 20202020-12-09
Shows how TensorFlow.js runs full ML in the browser: use COCO-SSD for 90-object detection, Face Mesh 468 landmarks (3 MB) for real‑time face tracking at ~22–35…
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TensorFlow.js 101: ML in the Browser and BeyondML Conf EU 20202020-11-05
TensorFlow.js runs full ML in-browser and on Node with concrete results: COCO‑SSD (90 classes) does real‑time webcam detection, FaceMesh is a 3 MB model with…
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