Future-Focused, Action-Driven, Ex-Cisco, CISO, CTO, VP, Director
30+ years * 7+ SaaS platforms * CISSP ISC2 Candidate
AI isn't something I adopted — it's practically in my name. I'm the "RAM" that powers the "AI".
30-year technology executive who builds secure, AI-native platforms from zero to production — and keeps them safe, compliant, and running at scale.
- 🔐 Security-first by design — Zero-Trust architecture, HIPAA · GDPR · ISO 27001 · DPDPA · SOC 2
- 🤖 AI-native builder — Agentic pipelines, RAG, private LLM inference, MLOps governance
- 📜 CISSP Candidate — ISC2 #3370996
- ⚡ Ex-Cisco — Zero-Trust AI NaaS Platform · 5M+ global networks · Fortune 500
The RIPE framework is a security-first, Zero Trust Architecture (ZTA) system designed to monitor, evaluate, and govern autonomous AI Agents, Large Language Model (LLM) integrations, and automated workloads. Because agent telemetry in enterprise networks is fragmented, out-of-order, and incomplete, RIPE ingests raw signals from multiple sources, standardizes them, correlates them into unified agent records, detects risk patterns, scores the composite risk, and recommends trace-linked mitigation policies.
Security-first with OWASP Top 10 + OWASP Top 10 for LLM, multi-modal agentic AI pipeline — zero 3rd-party data exposure by design. Whisper + Tesseract + LangChain + Ollama → publication-ready PDF. Private inference model validated in production: $120K+ annual OpEx savings, 80% cost reduction.
Python LangChain Ollama Whisper Tesseract Pandoc/XeLaTeX
Zero-Trust, multi-tenant, enterprise-ready, distributed document search engine. Tenant isolation at API boundary · Redis rate limiting · Kafka/Karafka async indexing · Weaviate vector search (sub-500ms) · circuit breaker fallback · Kamal zero-downtime deployments. Mirrors production patterns proven at 5M+ TPM.
Rails 8 Weaviate Kafka Redis Sidekiq Docker
A LangGraph based enterprise-grade autonomous software development system implementing ZTA with sandboxed execution, local-only processing, and comprehensive compliance controls aligned with SOC 2, ISO 27001, and NIST standards.
An intelligent, AI-powered CLI tool designed to streamline your Git workflow by automatically generating concise, meaningful, and descriptive commit messages based on your staged changes. Locally-executed, regulatory-aligned developer tooling that generates Conventional Commit messages using an on-device LLM via Ollama. Source code never crosses a trust boundary. No cloud APIs. No API keys. No data exfiltration surface. 100% alignment with your organization's security, privacy, and governance posture.
goURL is a high-performance, local-first CLI utility designed to streamline how developers manage and access project-specific URLs across multiple environments. Smart Environment Routing, Intuitive Aliases, Local-First Configuration, True Cross-Platform, Self-Assisted Setup, 🛡️ Governance & Security Ready, Zero-Dependency Architecture, Zero-Network Trust, Robust Installer.
Zero-Trust → Never verify once. Verify always.
Zero-Standing → No standing privileges. JIT. Audited. Expired.
Zero-Vulnerability → Threat model first. Code second.
Zero-Secret → No hardcoded credentials. Vault-rotated. Always.
Zero-Exposure → Private inference. No 3rd-party data leakage.
Zero-Touch → Automated pipelines. No human in the deployment path.
Zero-Downtime → Blue-green. Always.
Zero-Dependency → No supply chain surprises. Audited. Pinned. Scanned.
Zero-Drift → Infrastructure as code. Config is truth. Always.
Zero-Admin → No standing admin access. JIT. Audited. Expired.
Security & Compliance
Zero-Trust Architecture HIPAA GDPR ISO 27001 DPDPA SOC 2 PCI-DSS VAPT SIEM WAF mTLS
AI & ML
LangChain Ollama RAG Weaviate Whisper Hugging Face OpenAI Agentic Pipelines MLOps
Languages
Ruby Python Go Rust TypeScript JavaScript Dart
Platforms & Infrastructure
Rails 8 React Flutter Kafka Redis PostgreSQL MongoDB Kubernetes Docker AWS GCP Azure Terraform Ansible
Observability
Prometheus Grafana Datadog ELK Stack Sentry OpenTelemetry