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Projects

A selection of AI/ML systems, production platforms, and full-stack applications I've built. Each project demonstrates end-to-end ownership from architecture to deployment.

Featured Projects

Enterprise IoT Platform architecture diagram showing Kubernetes controllers, workflow engine, and observability components

Enterprise IoT Platform

Multi-Tenant Workflow Automation Infrastructure

Enterprise platform for IoT workflow automation consisting of an extended Node-RED engine, two Kubernetes controllers for multi-tenant provisioning, and a secure API gateway - all with comprehensive observability.

Enables provisioning of 1000+ isolated workflow instances with full OpenTelemetry observability and 1-second reconciliation.

ReactGoTypeScriptTimescaleDBKubernetes +4
Zeitgaist dashboard showing social sentiment analysis across multiple platforms with trend charts and source attribution

Zeitgaist

Cross-Lingual Social Intelligence

Dual-product AI platform combining a conversational chatbot (Zeitgaist Chat) and analytics dashboard (Zeitgaist Social). Both share a unified Python/FastAPI backend with production RAG pipeline, two-stage retrieval, and multi-language NLP.

Synthesizes insights from 6 platforms in seconds vs hours of manual monitoring, with cross-lingual search capabilities.

Hybrid RAGLLMNLPPythonSvelteKit +2
Foretale visual workflow builder showing real-time data streaming nodes connected in an automation pipeline

Foretale

Real-Time NLP & Multi-Source Data Fusion Platform

Production streaming platform combining real-time NLP inference, multi-source data aggregation, and visual workflow automation. Demonstrates enterprise-grade architecture for social intelligence at scale.

Platform processes 100K+ daily data points across 7+ sources with sub-second latency, running 24/7 with ML-powered sentiment analysis and OCR extraction.

PythonPyTorchNLPKafkaStreaming +3

Other Work

Undrafted Analytics podcast cover showing football imagery with German-language analytics branding Archive

Undrafted 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.

PythonVue.jsMonte CarloSports AnalyticsPodcast +1
Silexica parallelization analysis visualization showing multi-core optimization opportunities in embedded code Archive

Embedded 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 8x speedup potential on 8-core platform for autonomous driving demo. Company was later acquired by Xilinx (2021), then AMD (2022).

YoctoLLVMEmbeddedAUTOSARC/C++ +2
Fire simulation controller showing PCB hardware, ATmega microcontroller, and Windows fire curve editor GUI Archive

Patented Fire Simulation Controller

Electronic Control System for Industrial Fire Testing

Sole developer of the electronic control system for a patented fire simulation device used to test smoke extraction systems in buildings. Built everything from PCB design to Windows GUI as a paid high school internship.

Electronic control system became integral to granted German patent DE102008011567B4. Deployed commercially for building fire safety compliance testing.

Embedded SystemsCAssemblerPCB DesignWindows +1

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