AI/LLM Reliability Architect & Cybersecurity Expert
Freelance Consultant | Fortune 500 & GovernmentSpecializing in making AI agents reliable and secure in production environments. Building control layers around LLMs that enforce predictability through validation frameworks, bounded reasoning environments, and fallback mechanisms. Created gola.chat - a general-purpose AI agent platform. Built SecOps agents on top of it that reduced false alerts in SOC pipelines by 40%. Also developed Model Context Protocol servers for security tool integration.
Technical Consulting
Compiler & AI Infrastructure | 2023-PresentPartner with startups on specialized technical challenges: compiler development for blockchain languages, AI system reliability, and code analysis platforms. Built Solidity analyzer for smart contract auditing, Java analysis tools for automated security remediation, and LLM control layers for production deployments.
Co-Founder & R&D Lead
Atricore | 2007-PresentCo-founded Atricore, built JOSSO (open-source SSO adopted by Fortune 500). Lead R&D for our IAM and security orchestration platforms. Also consult on specialized technical projects - compiler development, static analysis, and production AI systems. Stayed on the technical side because that's what I enjoy and where I add value.
Independent Contractor & Consultant
System Architecture & Enterprise Solutions | 1994-2007Architected and delivered enterprise systems for government and Fortune 500 organizations across Latin America and globally. Led eProcurement platform development for Argentina, Nicaragua, and Honduras governments through Inter-American Development Bank contracts. Built Computer Telephony Integration platforms deployed at major banks including Bank Nationale de Paris and Argentinean Credit Bank. Developed Java frameworks, billing systems for Telefonica, network security products, and industrial automation systems. Created MVC frameworks reducing banking application development time while increasing quality and reliability.
- Atricore Security Webinar 2024 - Virtual
"Enhancing Security through MidPoint and SIEM Integration"
Demonstrated integration of identity governance (MidPoint) with Wazuh SIEM for enhanced security operations and compliance - AppSec California 2019 - Los Angeles, CA
"Achieve AI-powered API Privacy using Open Source"
Demonstrated how artificial intelligence can detect and protect sensitive data flows in REST APIs using LSTM neural networks - LASCON 2019 - Austin, TX
"Privacy-by-Design with AI and Open Source"
Live demonstration of implementing Privacy-by-Design in SDLC using deep neural networks with TensorFlow, Keras, and PrivAPI - DevSecCon London 2019 - London, UK
"Shift Privacy to the Left"
Presented Privacy-by-Design implementation in SDLC, covering GDPR/CCPA compliance and automated privacy controls - European Identity & Cloud Conference 2016 - Munich, Germany
"Enterprise Identity Management with Open Source"
Explored identity federation strategies and SSO implementations for Fortune 500 organizations
- LangChain
- LangGraph
- DSPy
- AutoGen
- Haystack
- PyTorch
- TensorFlow
- OpenCV
- Keras
- MCP
- Python
- Java
- C++
- Rust
- Scala
- Solidity
- Tree-sitter
- AST Analysis
- Eclipse JDT
- JSON-RPC
- Kubernetes
- Argo
- Docker
- Maven
- Foundry
- SQL
- Wazuh
- Cortex
- TheHive
- MISP
- SOAR
- Data Protection
- Zero Trust
- SAML
- OAuth
- OpenID Connect
- CA Siteminder
- Oracle Access Manager
- Identity Management
- Financial Services
- Healthcare
- Government
- Telecommunications
- E-commerce
- Blockchain/DeFi
- Security Operations (SOC)
- Enterprise Software
- SaaS Platforms