I’m a systems thinker and software engineer with a deep focus on solving hard, often overlooked problems - especially in areas like web development, algorithm design, low-level optimization, language engineering, and applied AI. My work is driven by a simple principle: build things that are genuinely useful and intellectually honest.

Over the years, I’ve created and contributed to a wide range of client projects, OSS libraries, tools, and demos that push technical boundaries - from web frameworks, ultra-fast math libraries, and compact NLP systems for hybrid search and language identification, to encoders/decoders, domain-specific languages (DSLs), browser extensions, PWAs, agentic graph-reasoning workflows, and advanced multicore WebAssembly or JIT-optimized solutions for the web platform.

I value clarity, correctness, and elegance over trends or hype - and prefer deep, focused work over shallow visibility.

If you’re here because something I built helped you - or something I posted inspired you - that’s the best outcome I could hope for.

• 🛠️ These days, I'm building AI-driven web apps, libraries and open source software engineering tools
  • defuss - Frustrated about the complexity in modern web dev, I've created my own vision of how simple, deterministic, small, elegant and extremely performant a synergistic React-, Next.js-, jQuery clone could be -- this is pretty complete and stable now after 6 years in development
  • easy-erechnung - The only cross-platform, fully open-source and AI-supported app to create valid Factur-X/ZuGPFeRD invoices (EU) - currently in beta, 1 year in development
  • update-agents-md - Now that frontier LLMs support context sizes beyond 1M tokens and approach near-perfect recall, we can boost (local maxima) AI-assisted coding/codegen by packing all code into one prompt and let multiple models battle for the best solution, even without IDEs and Claude Code/OpenCode/Codex/Antigravity/Cursor etc. - sounds counter-intuitive, but it's extremely useful
  • A stealth project that is too dangerous to reveal. Hint
• 🛠️ For bread & butter:
  • NeuraMancer.de - Reliable deepfake detection (local AI, inference, training, ML research, data pipelines, APIs, web apps) - since end of 2024
  • KI.M - Prototyping advanced AI applications for media houses; building one of the first AI labs in bavaria (local AI, inference, training, ML research) - since early 2025
  • HYOBAN.ai - Professional, AI-driven review management, analytics & competitor monitoring (cloud AI, APIs, ML research, agent engineering, prompt engineering, OpenAI startup partner) - since early 2024
• 🔬 Current focus interest:
  1. (Local) Agentic systems/autonomous bots, neuro-symbolic AI research, vector retrieval/indexing, NLP algorithms in general, small-scale model architecture and training, novel ML algos from scratch - beyond backprop and classic algos - frontier AI architecture research - fusion of SoTA non-AI algos with SoTA AI models
  2. High performance web tech (WebAssembly, SIMD, WebGPU, JIT optimization & co.), Rust-based multicore WebAssembly ports (prev. Emscripten/C)
  3. LLMs, GPTs, RLHF, GRPO, QLoRA, ... (every non-vapor-paper)
  4. ASTs, stack-based executors, DSLs
  5. NLP/search algos, tokenizers, encoders
  6. High performance audio synthesis, routing, sampling, mixing, and analysis algorithms
  7. Web frameworks (see my work on defuss, which re-invents the whole frontend web-tech wheel)
• Some infra-tools for you (systems engineer focus):
  • Qwen3-Omni MLLM 30B series vLLM Docker Container deployment scripts qwen3-omni-vllm-docker

• 🔬 Novel algorithms and computer science / research projects I'm working on:
  • I'm in the process of moving the most useful algorithms under the defuss framework umbrella for production use. e.g. see defuss/fastmath's vector lib - it provides 25 GFLOP/s vector calculations in-browser (!!!), while fast-dotproduct was already faster than JS with about 2 GLOP/s..
  • Ringbuf.js - TypeScript port and JIT optimizations -- wait-free thread-safe single-consumer single-producer ring buffer using SharedArrayBuffer. PR
  • RedakTool.ai - Browser extension for editors and professionals engaged in text-related research, writing, and evaluation tasks.
  • langdetect-ts - Port of Google LangDetect, the state-of-the-art language ngram-based language detection (identification) library to TypeScript. Used in liquiprompt and RedakTool. EXPERIMENTAL. In transit to defuss/langid
  • fast-dotproduct - Aims to be the fastest dot product calculation library for in-browser use. Backbone of RedakTool's vectorstore. EXPERIMENTAL. In transit to defuss/fastmath
  • vectorstore - In-browser, vector store featuring very fast vector indexing, storage, serialization, product quantization and search (exact, kMeans, HNSW) balancing search quality and memory/computational constraints. Backbone of RedakTool's archive and NewsRadar topic following algorithm. Also used in liquiprompt for few-shot optimized exemplars. EXPERIMENTAL. In transit to defuss/vectorlite
  • quality-prompts-js - Write Quality Prompts using auto-optimization. Use and evaluate prompting techniques quickly. Learnings used in liquiprompt for automatic prompt optimizations. EXPERIMENTAL. In transit to defuss/apl examples
  • liquiprompt - The prompt language used in RedakTool. Simple but powerful prompt and RAG workflow templating language (DSL) featuring D(A/C)G parse/test/run orchestration. EXPERIMENTAL. In transit to defuss/apl
  • clientside-search - "Lucene in the browser + Node.js"; highly efficient, isomorphic, full-featured, multilingual text search engine library, providing full-text search, fuzzy matching, document indexing and more EXPERIMENTAL. In transit to defuss/search
  • easy-embeddings - In-browser vector embeddings made easy using WebGPU and WebAssembly acceleration.
  • cross-llm - Abstract LLM/vector embedding implementation. A universal library to integrate with LLMs and Vector Embedding endpoints. Supports Node.js, Deno, Bun, Service Workers, Web Extensions. [ABANDONED. Use @vercel/ai - defuss/apl has a standard OpenAI adapter per-runtime]
  • offline-geocode-city - smallest and fastest offline reverse geocoder for country/city on NPM, in-browser, Node.js, service worker, using S2 cell geometry
  • @jsheaven/perf - an algorithm to estimate the average runtime and time-complexity (big O notation) of (a)sync algorithms in JavaScript/TypeScript projects
  • brotli-unicode - a novel algorithm for encoding/decoding and character level compression/decompression with character-level compression rates of >500%. The compressed data is copy-pasteable without data loss
  • base-unicode - a novel algorithm for encoding/decoding in a Unicode symbol plane that makes use of printable characters of all kinds of languages; this allows for thousands of symbols to be used instead of only 64 like in base64
• 🌟 Recently completed apps/websites:
  • bootsector.games - learning and experimenting with NASM x86 assembly and bootsector game development in-browser; implemented the INT3 step-debugging instruction in the Rust-based v86 -
  • milkymilky.rocks - WinAmp style, shader based music visualization, rendered on the GPU wie WebGL/WebGPU in Electron
• 📚 My top completed JavaScript/TypeScript libraries/frameworks/developer tools:
  • @jsheaven/easybuild - esbuild based, super-fast and easy IIFE, ESM and CJS bundler for JS and TS; primarily for libraries, API- and CLI projects [ABANDONED. Use pkgroll or esbuild directly.]
  • @jsheaven/create-from-git - scaffolds a new project using git checkout and smart, in-file string replacements. Comes with an API and CLI: npx create-from-git. Runs on Mac, Windows and Linux. TRANSITIONED: create-defuss
  • @jsheaven/simply-persist - simple, solid CRUD-only client-side storage with session/localStorage persistency TRANSITIONED: defuss/webstroage core library
  • @jsheaven/observed - explicit, Proxy-based reactive pattern implementation for objects of any depth TRANSITIONED: defuss/store core library
  • @jsheaven/validalli - functional, well-tested, framework-agnostic (form) validation library based on the composition pattern TRANSITIONED: defuss/transval core library
• ⚒️ Re-implemented for educational purposes ("True knowledge lies in creation")
  • vanil - static website builder similar to Astro.build, Next.js and Gatsby (archived; Astro.build improved alot and suits my needs these days) [ABANDONED. Use defuss/ssg - simple static site genration]
  • PCemOnMac/PCemV17macOS - ported PCem, an emulator for old computers, to run dated software on DOS, Windows 3.11, Windows 95, Windows 98 to Mac
  • @sprintype-org/springtype - a 4k nano-framework with a Virtual DOM implementation and React-like features; Colivery is built with it [ABANDONED. Led to the development of defuss]
  • nes-ui-react - a SASS/SCSS design framework for an 8-bit UI reminisence look and feel, re-implemented the patterns of prominent UI frameworks; bootsector.games is built with it [NOTICE: Might transit to defuss/retro-ui one day...]
  • Extanium2 - open-source re-implementation of ExtJS 4