CORE COMPETENCIES
Artificial Olfaction TRL 5
11‑sensor MEMS e‑nose with five‑model transformer ensemble; 99.5% classification accuracy across 7 odor categories (412/414 samples). ~$40 consumable cartridge BOM. Industrial safety, QA, defense.
Anomaly Detection R&D
Pseudobiological forager algorithm; every deployment action gated by a Šidák‑corrected continuous hypothesis test (the Forager Gate). Predictive maintenance, physical AI, unknown‑environment reasoning.
Composites & Autonomous Engineering SHIPPED
Inventor of the first production filament‑winding process for carbon fiber rims; lattice‑Boltzmann CFD; genetic‑algorithm‑driven autonomous design (Venn Var 77). B2B OEM via Venn and Velocite brands.
NousVita - Healthspan Intelligence LIVE
Free, privacy‑first supplement safety platform: 372 substance entries, 531 clinician‑reviewed interactions, NIH LiverTox integration, all user data on‑device. Launched 2025 at nousvita.com.
DIFFERENTIATORS
- Evidence over aspiration - every capability claim is traceable to a shipped product, published dataset, award, or independent press.
- Hardware-to-algorithm depth - sensing hardware, statistical methods, and manufacturing under one roof; no integration seams.
- Statistically gated AI deployment - novel methods for deploying AI in unknown environments without "train once, deploy blindly."
- 18‑year operating record - continuous operation across automation, robotics, and computational physics since 2008.
PAST PERFORMANCE
2015Eurobike Award - first production filament‑wound carbon rim; one of 8 award wins 2010-2017 (incl. Taipei Cycle d&i 2012/2015, iF 2012, Golden Pin 2012, Velofollies Innovation 2017).
VAR 77First AI‑developed bicycle rim - autonomous CFD optimization; manufactured and sold globally; covered by Bikerumor and CompositesWorld.
2025NousVita platform launch - live, free, clinician‑reviewed supplement safety platform with NIH LiverTox integration.
REFSbikerumor.com · compositesworld.com · en.wikipedia.org/wiki/Velocite_Bikes
CURRENTLY SEEKING
Research grants (SBIR/STTR‑style); defense data partners for VOC and threat‑signature training; industrial partners with high‑dimensional sensor data for predictive‑maintenance validation; investment for TRL 7 hardening of the olfaction platform; clinical research partnerships for NousVita.