G. Daniel Schillinger
AGI Cybersecurity Architect // BS Cybersecurity, Champlain College (Oct 2023 – Present · 4.0 GPA) // Visa Inc. GenAI Ambassador+
The Sentient Sync Engine
Bridging autonomous AGI architecture with zero-trust cryptographic protocols. Custom-engineered for secure machine intelligence.
ScrollG. Daniel Schillinger // AGI Cybersecurity Architect
I built Visa's first in-house LLM from scratch — trained on production-grade, compliance-controlled sensitive data, deployed at enterprise scale. Case summarization accuracy went from 37% to over 90% in under 30 days. That system delivered OFAC compliance automations across one of the world's largest payment networks.
Over 3.5 years at Visa Inc., I was hand-selected as GenAI Ambassador+ and recognized with the 2024 Client Care Excellence Award. As a certified SME, I led full-cycle re-training, bias audits, and enterprise-wide rollout — not just the architecture, but the humans adopting it.
Now completing a BS Cybersecurity at Champlain College (Oct 2023 – Present · 4.0 GPA) and architecting the Sentient Sync Engine — a production-grade AGI collusion detection framework aligned to OWASP LLM Top 10, NIST CSF, and IEEE standards. Featured at eMerge Americas, April 23, 2026.
Core Focus
- Security Automation
- AGI Orchestration
- Zero-Trust Systems
- NIST / OWASP
System Architecture // Flow-v1
Secure Ingestion Layer
Deterministic log parsing and regex-based anomaly detection engine.
Agent Orchestration
LangGraph logic gates utilizing collusion detection for secure task delegation.
Cryptographic Signing
Implementation of auditor.py for immutable action-trail validation.
NIST-Aligned Governance
Persistence layer ensuring traceability and zero-trust protocol enforcement.
Gemini Threat Analysis
Gemini 2.5 Pro structured threat reasoning over flagged log events. Output HMAC-SHA256 signed before state commit — tamper-evident LLM inference.
Core Modules // v1.0
Sentient Sync Core
Autonomous AGI architecture for deterministic orchestration.
Security Auditor
v1.1 Active — Gemini 2.5 Pro structured threat analysis with HMAC-SHA256 signed output. Subnet-level collusion detection with confidence scoring (0–100).
CryptoGuard AI
Forensic monitoring for smart contract integrity.
NIST Compliance
Zero-trust logic gates and incident response alignment.
Audit Persistence
SQLite-backed storage for AGI transparency.
Live Threat Intelligence // CISA KEV
Real-time feed from the CISA Known Exploited Vulnerabilities Catalog, mapped to OWASP Top 10 2021 categories.
Source: CISA Known Exploited Vulnerabilities Catalog · OWASP Top 10 2021 · Refreshed hourly
System Documentation // v1.0.4
Simplified technical breakdown of the Sentient Sync Engine — stack, components, API, security modules, and compliance standards.
Sentient Sync Engine // v1.0.4 · gdanielschillinger.com · Full documentation available on request
System Demo // v1.0
Live architecture walkthrough — agent collusion detection, HMAC signing, and real-time threat response.
Sentient Sync Engine · Architecture Demo · eMerge Americas 2026
Strategic Roadmap
Development: Sentient Sync Core
auditor.py cryptographic signing and HMAC-SHA256 interaction logging — complete.
Academic Finalization
BS Cybersecurity, Champlain College (Oct 2023 – Present) — 4.0 GPA. CMIT-235 Advanced Python and MGMT-260 Project Management — active through April 22, 2026.
eMerge Americas Launch
Live portfolio deployment featured at eMerge Americas, Miami — April 23, 2026.
AI Security Engineer Role
Targeting AI Security Engineer, AGI Security Architect, and AI-adjacent Cybersecurity roles at enterprise and high-growth AI firms.
Collusion Detection v2
Expand multi-model LLM pipeline analysis beyond Gemini. Integrate LLM04 (Model DoS) and LLM08 (Excessive Agency) mitigations. Cross-model collusion scoring.
Open-Source Release
Public release of the Sentient Sync Engine framework under an open-source license. Documentation, contribution guidelines, and security disclosure policy.
AGI Security Research
Publish peer-reviewed research on multi-agent collusion vectors and real-time detection architectures. Target IEEE S&P and USENIX Security.
Contact // Hire Me
Actively targeting AI Security roles.
AI Security Engineer · AGI Security Architect · AI-Adjacent Cybersecurity
Available immediately. Based in Miami / Fort Lauderdale. Open to remote and hybrid.