Domains & Industries
Ontomics lives where emergent systems, deep IP, and real-world constraints collide. This page is the surface map of where I actually work.
Technical Domains
- AI & Emergent Compute Architectures – system-level AI design, memory and workflow integration, safety as structure.
- IP Automation & R&D-to-IP Pipelines – patent drafting engines, live IP capture, and automation architectures.
- Biotech & Mitochondrial Dynamics – mechanism-level models of mitochondrial governance, energetics, and state transitions.
- RNA Folding & Prebiotic Platforms – origin-of-life engines, RNA dynamics, and prebiotic simulation architectures.
- Biologically Inspired Cooling & Thermal Systems – DNA-inspired coolant patterns, dense compute thermal design.
- Diagnostics, Biomarkers & Neuro Systems – NAM signatures, neurodiagnostic architectures, and readout design.
- Complex Systems & High-Load Platforms – real-time control, high-load infra, and failure-mode resolution.
Industries
- AI / ML Infrastructure & Products – from infra to applied AI stacks that need to work under real traffic.
- Biotech & Synthetic Biology – platforms, diagnostics, and mechanism-driven therapeutic architectures.
- Med-Tech & Diagnostics – device and signature design grounded in physics and biology, not marketing.
- Data Centers & Thermal / Energy Systems – cooling, density, and reliability at scale.
- Advanced Devices, Sensing & Robotics – multimodal sensing, sensor fusion, and robust signal handling.
- Deep-Tech Funds & R&D-Heavy Startups – due diligence, portfolio structuring, and IP architecture.
Bring a Live, High-Stakes System
Ontomics works best where the stakes are high, the system is real, and the current story no longer fits what you are actually seeing.