~/talks

Nico Martin

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Boring but Effective: WebAI That ShipsdotJS 20262026-09-18
Demonstration of browser-first ML with Transformers.js shows a working kitchen assistant that runs fully offline but requires a 3 GB download for all models…
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Let’s build K.I.T.T. with JavaScriptDevFest Nantes 20252025-10-16
A K.I.T.T.-like agent runs entirely in the browser using JavaScript, combining transforms.js with Whisper for ASR, Kakoro for TTS, local LLMs (Quen 3 / Gemma…
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Look ma, no hands! Multimodal AI-Agents in the browserNordic.js 20252025-10-02
Demonstration shows a full multimodal agent running entirely in the browser with transforms.js and WebGPU/WebAssembly, no cloud APIs or install required. It…
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Let’s Build K.I.T.T. With JavaScriptJSNation 20252025-06-12
In the TV series Knight Rider, the concept of an intelligent car was pure sci-fi. Over 40 years later, we now have the tools to bring it to life - purely in…
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Let’s Build K.I.T.T. with JavaScriptUphill Conf 20252025-04-24
A browser K.I.T.T. is actually built: on-device LLMs (Gemma family, small 1B variants) run via transforms.js and WebLM with WebGPU/WebAssembly acceleration…
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Let’s build K.I.T.T. with JavaScriptjsday 20252025-04-07
Builds a browser K.I.T.T. using JavaScript that actually runs offline and claims privacy by default, combining transforms.js + Whisper + kakoro for speech…
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Let’s build K.I.T.T. with JavaScriptVoxxed Days Zürich 20252025-03-25
Recreates K.I.T.T. entirely in-browser: transformers.js for on-device LLMs, WebGPU/WebAssembly for speed, Whisper and kakoro for speech I/O, and WebBluetooth…
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Let’s build K I T T with JavaScriptReact Paris 20252025-03-20
Builds a fully offline Kit replica in the browser using JavaScript: local LLMs (Gemma 2 2B and smaller open models) plus transformers.js for on-device…
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From ML to LLM on device AI in the browserReact Brussels 20242024-10-18
Shows running TensorFlow.js models in-browser with a WebGPU backend: face landmark demo jumps from 6 fps (CPU) to 12 fps (WebGL) to ~32 fps (WebGPU). Trains a…
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From ML to LLM: on-device AI in the browserDevoxx Belgium 20242024-10-07
Browser runs ML end to end: TensorFlow.js and WebAssembly prototype shows CPU at ~5 FPS, WebGL ~13 FPS and a webGPU backend at ~30 FPS for face and hand…
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Superwebapps: Rethinking Desktop Applications With Progressive Web AppsReact Summit 20242024-06-14
Progressive web apps describe a whole new set of browser features that enable completely new ways of interacting with web applications. While originally…
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From ML to LLM: On-Device AI in the BrowserUphill Conf 20242024-05-16
Claims practical on-device LLMs using WebAssembly and WebGPU with TensorFlow.js and Transformers JS, showing face-landmark demo jumping from ~5 fps on CPU to…
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useMachineLearning… and Have Fun with It!React Summit 20232023-06-02
Machine learning is seen by many as the next step in artificial intelligence towards a new stage of human evolution. And thus helps us find new approaches to…
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WebBluetooth – the Missing LinkJSNation Conference 20222022-06-16
This talk introduces the Web Bluetooth API and its role in bridging the gap between browsers and peripheral devices. It covers how to interact with devices…
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WebBluetooth - the missing linkVoxxed Days Zürich 20222022-05-17
Demonstrates concrete use of the WebBluetooth API to scan and pair, call navigator.bluetooth.requestDevice, getPrimaryService and read/write DataView bytes…
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Lightning talks (Folium)Frontend Conference Zurich 20182018-08-30
Zero-bug launch & 100% user acceptance - Lukas Müller; Beyond Pokémon GO, Tangible benefits using AR for real service business - Lukas Ehrensperger…
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