Masum Huq

I'm a hands-on technology delivery leader passionate about building products that solve meaningful real-world problems. My experience spans enterprise transformation, cybersecurity, AI, energy, and electric mobility.

Real-world experience designing AI-powered applications using LLMs, RAG, and intelligent AI agents. My work includes integrating OpenAI, Anthropic, Gemini, and local models; building multi-provider AI architectures and LLM gateways; and developing RAG systems using embeddings, document processing, semantic search, pgvector, contextual retrieval, and prompt augmentation.

I've also built and continue to improve agent-driven and workflow-based systems involving API and tool integration, voice agents, multi-agent orchestration, MCP, and multi-tenant SaaS architectures. I focus on practical enterprise requirements including security, RBAC, tenant isolation, PII/PHI protection, observability, governance, and responsible AI deployment.

Pro-active Cybersecurity is an integral part of my work in all projects, with interests spanning offensive (red teaming) and defensive security (blue teaming) app and cloud security, threat intelligence, secure software development, and resilient platform design.

I'm driven by the intersection of AI, cybersecurity, energy, and emerging technologies—and by turning innovation into practical solutions with real-world impact. We have multiple human members on our team as well as forward-deployed AI agents running many tasks for us in a supervised autonomous manner.