Wrote a commissioned dev.to article comparing the Bifrost and LiteLLM AI gateways with a documented method: official benchmark tool, simulated provider, alternating runs, median of three. Ran a security review of both gateways with CodeQL and Semgrep Pro (code, supply chain, data flow), audited the default Helm, Terraform and Compose configs, and reported client-related findings privately, outside the article.
Built a production website and AI agent for an operating business. Astro on Vercel behind Cloudflare WAF, hash-based CSP without unsafe-inline, HSTS, Playwright CSP tests. Required checks: CodeQL, Semgrep, OWASP ZAP, zizmor, Dependabot. Least-privilege Gemini review agents. MonferrinoAI: LangGraph agents, hybrid pgvector and full-text search with RRF gated on recall@k and MRR, EU-hosted traces, AI Act Article 50 output labeling.
Built an enterprise debt collection platform: Python/Falcon backend with Clean Architecture and DDD, 100+ REST endpoints, 50+ MySQL tables, 35+ background jobs, 23+ Lambda functions, integrated with SQS, SNS, SES, S3 and Pinpoint. Secured the APIs with a JWT Lambda Authorizer and authorization-checked presigned S3 URLs. Built a Pandas/NumPy commission system with multi-format reports and a React/TypeScript PWA.
Rome Metro Line C: RTSP supervisor monitoring about 400 displays 24/7 with MediaMTX and FFmpeg, backoff restarts, graceful shutdown, credential masking. Etihad Airways: Scapy-based diagnostics for a private perimeter-security network (routing, DNS, speed tests, postmortem logs). CI/CD with Bandit and pip-audit, Prometheus and Grafana monitoring. Functional analysis with EARS requirements, BPMN 2.0 and ISTQB acceptance criteria.
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Astro (static), bilingual EN/IT, security-by-design, AI-assisted monthly RAG magazine. Deployed on Cloudflare.
Personal AI ops platform: Claude Code observability hub (OTel Collector → Prometheus → Grafana + status API) on Railway behind a Cloudflare Tunnel.
Multi-model anti-sycophancy verification council via OpenRouter (stdlib-only Python, ZDR-compliant, OWASP LLM Top 10 hardened).
Real-Time Parking API Platform: FastAPI, PostgreSQL/PostGIS, Redis