AI Research
HAKARI
Simulation engine grounded in entropy physics, Bayesian inference, and information theory to model how knowledge evolves, spreads, and decays over time.
- Node.js REST API for real-time hot-patching live cognitive states.
- Runtime extension without simulation restart.
JavaScriptNode.jsBayesian InferenceEntropy Physics
Security
IOT Sentinel
Unified Wireshark, Nmap, RustScan, Naabu, and Masscan into a 6-phase automated pipeline wide-area discovery at 10K pps through deep OS/service fingerprinting.
- CVE correlation against IoT firmware (Hikvision, D-Link, Netgear) and industrial protocol exposure detection (Modbus, BACnet, DNP3).
- HTML/JSON/PDF reporting via FastAPI REST server.
PythonLuaFastAPIDockerKubernetes
AI Agents
AI Agent Olympics Milan
Qualifier and pitch project for a context-aware AI agent workflow focused on multimodal orchestration, retrieval, scoring, and practical human-in-the-loop checks.
- Designed a prototype agent direction for RAG-backed task planning and MCP-style tool orchestration.
- Prepared a technical pitch and demo narrative for judges, collaborators, and investor review.
AI AgentsRAGMCPMultimodalPitch
Full Stack · AI
CLU
AI-powered legal document analyzer — parses ToS, Privacy Policies, EULAs and surfaces
risk scores via Claude API.
- Severity-tagged findings (0–100 risk score) with plain-English summaries.
- Vitest + Playwright tests, GitHub Actions CI/CD, deployed to Vercel/Netlify.
TypeScriptReact 18ViteAnthropic APITailwind
AI Architecture
PIRIA
Physics-Inspired Relational Intelligence Architecture: an MVP runtime for persistent cognitive graphs, immutable event logs, and attention-bounded traversal.
- ORB graph state snapshots with hash-verified WAL reconstruction on boot.
- Runtime modules for graph traversal, entropy observation, CRDT state, and persistence.
RustGraph RuntimeWALCRDTEntropy
Health AI
Mumcare AI
AI-native decision engine for mothers and caregivers, combining empathetic intent handling with grounded retrieval and structured recommendations.
- Comfort-first natural language responses with bilingual EN + AR support.
- RAG-lite product retrieval, safety contracts, confidence scoring, and validated JSON output.
FastAPIClaude 3RAGPydanticBilingual
Cognitive Architecture
OMEGA
12-layer self-evolving cognitive organism that models itself, benchmarks itself, and rewrites itself — pushing toward genuine artificial life.
- Layered evolutionary pressure: cognitive genome, knowledge fabric, memory hierarchy, immune system for mutations.
- Observes its own reasoning, proposes hypotheses about itself, and evolves inside sandboxed boundaries.
PythonCognitive SystemsEvolutionary AlgorithmsSelf-Modeling
Geospatial
GEOFUSION
Advanced geospatial data fusion and multi-modal analysis platform for location intelligence, terrain modeling, and spatial reasoning.
- Multi-source data integration: satellite imagery, elevation models, sensor networks, and vector datasets.
- Real-time spatial indexing with efficient query patterns and geographic information systems.
PythonPostGISGeospatial AnalysisSatellite DataGIS
AI Architecture
VOID
Computational Space Theory of Intelligence — an 8-layer cognitive engine exploring how meaning emerges from coherent reasoning and representational dimensions.
- Memory space, simulation layer, reflection layer, and dimension engine for dynamic representational growth.
- Reality verifier and coherence filter eliminating self-contradictions — cognitive black holes.
PythonAnthropic APICognitive SpacesMeaning Synthesis