Web & Fullstack
Scalable architectures and performant UIs. I build robust backends and reactive frontends that delight users.
- TypeScript / React
- Node.js / Bun
- Clean Architecture
System ready
You need software that runs reliably:
From silicon to neural networks.
Hi, I’m Sascha (odevstudio). I help companies, agencies, and organizations build, modernize, and automate digital products.
// 01_ABOUT
The Architect in the Machine Room
In many projects, it’s not the ideas that fail — it’s execution, integration, and maintainability. I help you build software that delivers measurable results: stable, performant, and extensible.
Whether it’s a web platform, an integration landscape, or device connectivity: I think in end-to-end systems — from firmware and data flow to backend architecture and UI.
For companies, agencies, associations & public institutions, and founders:
If you want to build or modernize an application or platform, I deliver architecture and implementation all the way to a production-ready solution.
If you want to digitize workflows and automate processes, you’ll get reliable technical execution here.
system@odevstudio:~/init
// 02_EXPERTISE
Core Competencies
Embedded & IoT
Code closer to the metal. Efficient C++/Rust firmware, RTOS, and secure MQTT communication strategies.
- ESP32 / Arduino / C++
- MQTT / WebSockets
- Embedded Systems
Agentic AI & RAG
The future of automation. Integration of LLMs into business processes and development of autonomous agents.
- OpenAI API / Local LLMs
- Vector DBs / RAG
- LangChain / AutoGPT
// 03_WORK
Selected Projects
Mscler: Smart Workout Architect
Designed a privacy-first workout planner that runs fully in the browser, so users can generate tailored plans without sending personal training data to a backend.
View Outcome & Build Notes →
DocRetrieval: Local Knowledge Base
Built a local-first RAG workspace that turns internal files into a searchable knowledge base, so teams can query documentation without moving content to external SaaS tools.
View Outcome & Build Notes →
BeeAI Security Analyst
Created a security analyst dashboard that visualizes agent reasoning in real time, helping teams inspect decisions instead of treating LLM output as a black box.
View Outcome & Build Notes →
// 02b_SIGNALS
Delivery Signals
0Years Building Production Software
0Core Domains Integrated
0Published Case Studies
// 04_LOGS
Notes from the Machine Room
Why Local LLMs Beat the Cloud
Latency, privacy, and costs: A plea for Edge AI on own hardware.
Read ArticleRust vs C++ on ESP32
A performance and developer experience comparison for embedded developers.
Read ArticleState Management in 2026
Have we finally mastered Signals? A look at the current frontend landscape.
Read Article