Taking on select projects in AI systems, automation, and software that has to work under real production constraints.
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Backed by automotive-industry investors, LISA moved from demos into dealership pilots. My work was concentrated in several distinct systems: live calls, knowledge ingestion, AWS infrastructure, and a secure bridge to legacy dealership software without a usable API.
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Connected scanner hardware to a mobile app that turns captures into private, interactive 3D models.
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Minimal Rust framework for building LLM systems with stronger compile-time guarantees.
View code →Delivered 120% year-one ROI, eliminated 525 hours of manual work, and reduced data-entry errors by 78% with an async invoice-processing pipeline built in Rust and Azure AI.
Cut lead entry time by more than 80%, bringing each interaction under 1 minute by turning unstructured field notes into structured CRM entities.
Turned nationwide listing data from Switzerland’s three largest property platforms into one clean, usable dataset.
Reduced the risk of 2-week regulatory shutdowns with tamper-proof sterilization tracking and NFC-enforced QM-compliant workflows.
AI habit coaching that matched users with accountability partners for 14-day challenges tailored to their goals and energy levels.
Visit lenge →Enabled real-time, in-browser customization of 50+ vehicle parts with sub-2-second rendering latency using hardware-accelerated WebGL.
Led infrastructure migration and environment setup across Azure, AKS, and PostgreSQL for a multi-service platform.
