Fabian Franz
CTO at NexPatch AI
Erfurt, Thuringia, Germany
Summary
👤
Senior🎓
Top SchoolFabian Franz is a CTO and machine-learning engineer with a decade of experience building production-grade forecasting and Private AI platforms for regulated industries. He leads NexPatch AI’s development of Orpheon, a PatchTST-powered forecasting stack that typically delivers 15–30% accuracy gains over classical methods while running on customer-controlled GPU infrastructure compliant with GDPR and the EU AI Act. Fabian combines research-driven model work (transformer time-series, SLM-first designs) with hands-on MLOps, observability and audit-trailed multi-agent deployments, and he’s pragmatic about cost-aware routing between specialist and fallback models. His background spans embedded and aerospace projects, industrial 3D HMI, and R&D electronics, giving him a rare fluency from hardware to frontend and backend systems. He writes regularly in German and English on Private AI and agent architectures and advises teams on private LLM strategies and AI roadmaps for highly regulated environments.
10 years of coding experience
3 years of employment as a software developer
Electronics and Information Technology, Electronics and Information Technology at Ernst-Abbe-Hochschule Jena
Github Skills (69)
python10
incident-management10
security10
vacuum10
elasticsearch10
monitoring10
splunk10
xiaomi10
ids10
endpoint-security10
rule10
parsing10
logging10
inventory-management9
mqtt9
Programming languages (6)
Github contributions (5)
FabFaeb/dfirtrack
Jul 2020 - Mar 2022
DFIRTrack - The Incident Response Tracking Application
Contributions:4 PRs, 76 pushes, 1 branch in 1 year 8 months
trackingincident-response
FabFaeb/stenographer
Jun 2019 - Jul 2020
Stenographer is a packet capture solution which aims to quickly spool all packets to disk, then provide simple, fast access to subsets of those packets. Discussion/announcements at stenographer@googlegroups.com
Contributions:4 PRs, 6 pushes, 4 branches in 1 year 1 month
announcementspacketsdiskwiresharkpacket-capture
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