Research & Architecture
Exploring the frontiers of modular neural architectures, speculative execution, and efficient sequence models. Building the next paradigm of AI.
Building the Future of AI
I'm a researcher and architect focused on pushing the boundaries of neural architectures and sequence modeling.
With over a decade of experience in software development, system architecture, and AI research, I've led projects from early-stage crypto systems to enterprise-scale solutions.
My current work explores modular architectures, speculative execution for latency hiding, and post-transformer paradigms for efficient AI systems.
How I Can Help
Premium services for organizations pushing the boundaries of AI
AI Architecture Consulting
Custom neural architecture design, optimization, and implementation for your specific use case.
- Architecture audits & optimization
- Custom model design
- Performance tuning
Research Collaboration
Joint research projects, co-authorship, and deep technical partnerships on cutting-edge AI.
- Joint research papers
- Technical co-authorship
- Long-term partnerships
Technical Workshops
Deep dives on SSR, vTRN, speculative execution, and next-gen AI architectures for your team.
- Team training sessions
- Hands-on implementation
- Q&A and mentorship
On-Chain Protocols
Architecting decentralized intelligence protocols, smart contracts, and on-chain agent frameworks.
- Protocol design & security
- Smart contract auditing
- On-chain agent ecosystems
Consulting Packages
Starter
- 1-hour consultation call
- Architecture review (up to 2 pages)
- High-level recommendations
- Email follow-up
Professional
- 3-hour deep-dive session
- Detailed architecture audit
- Custom model recommendations
- Implementation roadmap
- Follow-up consultation
Enterprise
- Full-day workshop (6 hours)
- Complete architecture redesign
- Team training session
- Performance optimization plan
- 3-month email support
Partnership
- Ongoing collaboration
- Joint research opportunities
- Custom architecture development
- Priority access to new research
- Dedicated support channel
What Clients Say
Trusted by startups and enterprises worldwide
"Romain's insights into AI architecture transformed our approach to scaling our ML models. The SSR framework he recommended reduced our inference costs by 40%."
"Working with Romain on our neural architecture design was a game-changer. His expertise in speculative execution helped us achieve breakthrough latency improvements."
"The workshop Romain led for our team was invaluable. We now have a solid foundation in advanced AI architectures and are seeing real performance gains."
Selected Papers
Exploring novel architectures and paradigms
The SSR Architecture
The Three-Kernel System
SSR Omega
Extended Architecture
vTRN
Vectorized TRN
is-vTRN
Iterative Sparse vTRN
SDRC
Speculative Decoding
SyS-Fused
System Fusion
GEPARD
Generative Paradigm
Cognitive Resonance
Cascade Architecture
Career Timeline
System Ready
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Details
Let's Work Together
Ready to push the boundaries of AI? Let's discuss your project.