Systems Lab
Active experiments in sovereign technology, sustainable systems, and AI-driven automation.
Edge IoT Testbed
● ActiveIndependent Lab (Sovereign)The Sovereign Node
Edge Computing / Telemetry
Abstract
Edge IoT Telemetry Testbed: An engineering proof-of-concept streaming sensor arrays via LoRaWAN/MQTT to an isolated Arch Linux node for real-time anomaly detection.
Latency spikes in LoRaWAN mesh under monsoon-season interference degrade telemetry fidelity below the 95% confidence threshold.
Implementing a Kalman-filter smoothing layer at the edge gateway recovers ~3.2% signal fidelity, pushing validation confidence to 97.8% without additional hardware.
The Logic
Executive Insight
"If we can govern data in a remote edge node, we can govern a global CGS supply chain."
Technical Stack
Generative Ops
✓ ValidatedIndependent Lab (Sovereign)Agentic Workflow Engine
Enterprise AI / Automation
Abstract
Automating decision hygiene in high-velocity CGS environments using agentic workflows.
Standard LLM hallucination rates of ~15% in numerical reasoning tasks create unacceptable risk for inventory logic.
Enforcing a 'Code-Interpreter' loop for all numerical tasks reduces hallucination to <0.1% by offloading math to deterministic Python execution.
The Logic
Executive Insight
"AI shouldn't just chat; it should act with mathematical precision."
Technical Stack
Sovereign Infra
● ActiveIndependent Lab (Sovereign)Homelab R&D Environment
Infrastructure / Self-Hosted
Abstract
A fully air-gapped, DORA-compliant private cloud environment for testing regulatory validators. Now integrating Frigate NVR for 24/7 localized threat triggers and secure media warehousing backends.
K3s control-plane failover under Proxmox live-migration introduces a 4.7-second service disruption.
Pre-warming standby etcd snapshots on the secondary node reduces failover to 1.1s, achieving RTO compliance.
The Logic
Executive Insight
"True sovereignty requires controlling the silicon. Hand-built infrastructure validates our architectural independence."
Technical Stack
Cognitive Edge
✓ ValidatedIndependent Lab (Sovereign)Private Vocal Intelligence
Voice AI / Privacy
Abstract
Orchestrating a 100% local voice pipeline to eliminate telemetry leakage to public cloud assistants.
High latency in local STT (Speech-to-Text) inference on low-power silicon leads to poor user experience.
Implementing Whisper (Base-Int8) via the Wyoming protocol achieves <200ms transcription latency on the Skullsaint N100 node.
The Logic
Executive Insight
"Privacy is not a setting; it is an architectural requirement. Local voice is the final frontier of home sovereignty."
Technical Stack
Zero-Trust Gateway
● ActiveIndependent Lab (Sovereign)Identity & Access Governance
Cybersecurity / Compliance
Abstract
Centralized sovereign authentication layer for DORA-compliant management of all lab infrastructure. Orchestrating dynamic intelligence harvests using darkweb tor-proxy agent routing nodes.
Standard SSO implementations often require external identity providers (Google/GitHub), re-introducing cloud dependency.
Self-hosting Authentik with a PostgreSQL backend provides an air-gapped OIDC provider for all local services.
The Logic
Executive Insight
"Security must be deterministic. By centralizing identity, we enforce governance across the entire Sovereign stack."
Technical Stack
Agentic Scholar
● ActiveAcademic Research (IIT-K)Automated PhD Research Loop
LLM Ops / PhD Research
Abstract
High-velocity literature synthesis using an autonomous multi-agent swarm for academic discovery in AI Governance.
Generic LLM summaries lack the technical nuance required for management science and regulatory auditing.
A multi-agent CrewAI swarm (Scout + Synthesizer) filters arXiv via specialized metadata heuristics before embedding into Qdrant.
The Logic
Executive Insight
"Research velocity is the primary competitive advantage in academia. Agents allow me to 'read' 100 papers a day."
Technical Stack
Content Autonomy
✓ ValidatedIndependent Lab (Sovereign)Automated Governance Hub
Data Ownership / Media
Abstract
Self-governing media ingestion and archival system for high-fidelity data preservation and sovereign entertainment.
Managing fragmented metadata and storage volumes for multi-terabyte libraries is manually intensive.
The *arr suite (Sonarr/Radarr/Prowlarr) automates lifecycle governance from indexing to archival without human intervention.
The Logic
Executive Insight
"Data ownership is the foundation of sovereignty. If you don't host it, you don't own it."
Technical Stack
Sovereign Validator
✓ ValidatedStrategic Infrastructure (TRK_08)VisionOS Governance Hub
Regulatory Tech / AI Governance
Abstract
A deterministic governance validator for DORA and EU AI Act compliance. Featuring a high-fidelity VisionOS-inspired command interface.
Mapping complex legal text to technical code predicates often introduces semantic drift.
Implementing a locally-sealed STP v4.0 mandate ensures zero outbound metadata and ironclad policy enforcement.
The Logic
Executive Insight
"Compliance should be an architectural feature, not a checklist."
Technical Stack
Oracle Fleet
● ActiveInfrastructure Lab (TRK_08)Global Infrastructure Fleet
Cloud / Distributed Systems
Abstract
Distributed compute fleet scaling to 300+ nodes for high-velocity AI task execution and darkweb intelligence harvesting.
Maintaining high availability across hundreds of free-tier nodes requires complex anti-reclamation logic.
Nomad-orchestrated VNIC-constrained tasks with 20% anti-idle pulse ensures persistent compute at zero marginal cost.
The Logic
Executive Insight
"Infrastructure is the new battleground for AI sovereignty."
