Mahmut Sarikaya - Software Developer
Blog
Build Serverless Edge AI Functions with Deno Deploy and Supabase Edge Runtime
Learn how to create ultra‑low latency AI endpoints that run at the network edge using Deno Deploy and Supabase Edge Runtime. The guide covers deploying WebAssembly‑based models, integrating Supabase's edge database, and exposing secure serverless JavaScript functions for real‑time inference.
Build AI-Powered Minimal APIs with .NET 8, Azure OpenAI & Semantic Kernel
Learn how to create lightweight, high‑performance Minimal API services in .NET 8 that harness Azure OpenAI and Microsoft Semantic Kernel to add natural‑language understanding, content generation, and reasoning capabilities. The guide covers project scaffolding, authentication with Azure AD, prompt engineering, async streaming responses, and deployment to Azure Container Apps with best‑practice observability and scaling.
Harnessing WebNN API for Hardware‑Accelerated AI in JavaScript
Explore the emerging WebNN API that lets JavaScript code run neural networks directly on device GPUs, NPUs, and other accelerators. Learn how to set up a WebNN pipeline, integrate it with WebGPU for custom kernels, and build real‑world use cases such as on‑device image classification and speech recognition without server round‑trips.
Edge AI Inference with ONNX Runtime Web & WebGPU on Cloudflare Workers
Learn how to run high‑performance, quantized AI models directly at the edge using ONNX Runtime Web accelerated by WebGPU. The guide covers setting up Cloudflare Workers, loading ONNX models, optimizing them for WebGPU, and integrating the inference pipeline into a JavaScript front‑end for ultra‑low latency predictions.
Running Stable Diffusion in Browser with JavaScript & WebGPU
Learn how to load, optimize, and execute the Stable Diffusion model directly in the browser using JavaScript and the WebGPU API. The tutorial covers model conversion to ONNX, leveraging ONNX Runtime Web or TensorFlow.js, GPU‑accelerated inference, and real‑time UI integration for on‑device image generation without server dependencies.
Client‑Side Scientific Simulations with WebGPU Compute Shaders in JavaScript
Explore how to run high‑performance scientific simulations directly in the browser by leveraging WebGPU's compute pipeline with JavaScript. The guide walks through environment setup, writing and dispatching compute shaders, integrating numeric libraries, and real‑world use cases such as fluid dynamics, particle systems, and cellular automata.
Building Low‑Latency Real‑Time Multiplayer Games with WebTransport and QUIC
Explore how to replace traditional WebSockets with the emerging WebTransport API powered by QUIC to achieve ultra‑low latency communication for browser‑based multiplayer games. The guide covers setting up a Node.js server with @microsoft/webtransport, handling bidirectional streams, implementing client prediction, and deploying the solution on edge platforms for seamless, real‑time gameplay.
Accelerating JavaScript Development with Bun: Runtime, Bundler, and Test Runner
Explore how Bun, the all‑in‑one JavaScript runtime, dramatically speeds up development cycles by combining a lightning‑fast runtime, built‑in bundler, and native test runner. The article walks through installing Bun, migrating a Node.js project, benchmarking performance gains, and deploying to production edge platforms.
Run .NET 8 Native AOT on Cloudflare Workers with WebAssembly
Learn how to compile C# code to native AOT WebAssembly binaries using .NET 8 and deploy them as edge functions on Cloudflare Workers. The guide covers setup, tooling, performance benchmarks, and real‑world use cases such as low‑latency APIs and data processing at the edge.
Implement Passwordless Authentication in JavaScript with WebAuthn Level 2 & FIDO2
Explore how to replace passwords with secure, passwordless authentication using the WebAuthn Level 2 specification and FIDO2 standards directly from JavaScript. The guide walks through generating credential requests, handling registration and login flows with the Web Crypto API, and integrating the solution into modern web apps for a frictionless user experience.
Supercharging Client‑Side Image Processing with WebAssembly SIMD and JavaScript
Explore how to leverage the new WebAssembly SIMD extensions to accelerate image manipulation directly in the browser. The guide walks through setting up AssemblyScript, compiling SIMD‑enabled modules, and integrating them with modern JavaScript build tools for real‑time photo filters and canvas operations.
Integrating WebGPU for Real-Time 3D Graphics in JavaScript Applications
This article explores how to harness the new WebGPU API in JavaScript to deliver high‑performance, real‑time 3D graphics directly in the browser. It covers setup, integration with popular libraries such as three.js, performance comparisons with WebGL, and practical use‑cases like interactive games and data visualizations.