Engineering Case Studies
AI systems, data and IoT platforms, and full-stack applications I built. Each case study names my role and the constraints, and describes what it took to ship.
Featured Projects
Caudra
The complete coding agent for your terminal
An open source terminal coding agent written in Rust. Steerable subagents, built-in token savings, a workbench, and a history you can revert ship together in one native binary for macOS, Linux, and Windows.
In public preview for macOS, Linux, and Windows. Free and open source, with first-party work under Apache 2.0 and inherited Maki code under MIT.
Enterprise IoT Platform
Multi-Tenant Workflow Automation Infrastructure
EdgeIQ professional case study: enterprise platform for IoT workflow automation consisting of an extended Node-RED engine, two Kubernetes controllers for multi-tenant provisioning, and an API gateway with observability instrumentation.
Reduced customer onboarding time by 70% and eliminated an estimated 40+ hours/month of manual DevOps while the architecture was designed for 1,000+ isolated workflow instances.
Zeitgaist
Cross-Lingual Social Intelligence
Early post-ChatGPT dual-product AI platform combining a conversational retrieval chatbot and social analytics dashboard. Both share a unified Python/FastAPI backend with two-stage retrieval, social-media indexing, and multi-language NLP.
Synthesizes current insights from 6 platforms in seconds vs hours of manual monitoring, with cross-lingual search and filterable source context.
ArchiveForetale
No-Code Crypto Trading & Real-Time NLP Platform
No-code crypto trading platform combining real-time NLP inference, multi-source data aggregation, and visual workflow automation.
Platform processed 100K+ daily source events across 7+ sources with ML-powered sentiment analysis, OCR extraction, and visual workflow automation.
Other Work
NInfer-4090
Qwen3.8-27B on one RTX 4090
A hobby port of the NInfer C++20/CUDA inference engine to the RTX 4090. It runs Qwen3.8-27B with the full 262,144-token context on one 24 GB card, with no PyTorch, TensorRT, or llama.cpp underneath.
3,600 tok/s prefill on a 9,411-token prompt and 148.6 tok/s code decode, measured on one RTX 4090.
ArchiveUndrafted Analytics
NFL Analytics Podcast
German-language NFL podcast combining data science and American football. Built the entire technical platform: Monte Carlo simulation engine for game predictions and Vue.js website for publishing weekly analytics content.
Published 22+ episodes with statistically rigorous predictions for all 256+ regular season games.
ArchiveEmbedded Parallelization Tooling
Yocto Integration for Multi-Core Analysis
Internship project building Yocto layers for embedded Linux parallelization analysis. Enabled analysis of AUTOSAR Adaptive applications for autonomous driving, supporting 6 processor architectures.
Identified analyzer-estimated 8x speedup potential on an 8-core platform for an autonomous driving demo. Company was later acquired by Xilinx (2021), then AMD (2022).
ArchivePatented Fire Simulation Controller
Electronic Control System for Industrial Fire Testing
Developer of the electronic control system for a fire simulation device used to test smoke extraction systems in buildings. Built the control stack from PCB design to Windows GUI as a paid high school internship.
Control subsystem was built for a device later covered by granted German patent DE102008011567B4 and used in building fire safety testing contexts.
Want the technical details?
I am looking for a full-time Senior Data & AI Platform Architect role in DACH, elsewhere in Europe, or in a compatible global remote setup.
View Resume