Designing intelligence — from silicon to enterprise
Senior Fullstack AI Engineer and Solution Architect building the next generation of enterprise intelligence systems — where large-scale LLMs meet production-grade engineering.
I design multi-agent orchestration platforms, RAG knowledge pipelines, and document intelligence systems that process millions of records. My work spans from the model layer — fine-tuning embeddings, crafting agent graphs — all the way to the infrastructure layer, deploying on Kubernetes across AWS and Azure.
I think deeply about system design: not just making AI work, but making it reliable, observable, secure, and scalable for real-world enterprises. Banking, Telecom, Insurance, Retail, Fintech — I've shipped across all five domains.
Side projects I built and published for the community — free, useful, and openly accessible to anyone. Developer tools, productivity platforms, local news, and AI education resources.
Designing autonomous agents that plan, reflect, and act with purpose in real-world enterprise workflows.
Hybrid retrieval, re-ranking, and grounding strategies that make enterprise knowledge actually queryable by LLMs.
Building agent crews that delegate, debate, and collaborate using Supervisor patterns and shared memory.
Building and integrating MCP servers to give agents safe, structured access to enterprise systems and tools.
Designing inter-agent communication patterns for distributed AI systems where agents negotiate and exchange context.
Guardrails, prompt-injection defense, fallback strategies, and evaluation harnesses for production-grade trust.
Policy frameworks, audit trails, compliance controls, and responsible AI practices for enterprise deployment.
Conversational voice interfaces with real-time speech-to-text, LLM reasoning, and natural-sounding TTS responses.
Goal-oriented chat assistants that plan multi-step workflows, call tools, and maintain context across long interactions.
GraphRAG, embedding optimization, and structured knowledge graphs powering deep enterprise search.
I'm open to interesting projects, consulting engagements, and senior engineering or architecture roles in AI-first companies. Connect with me on LinkedIn or GitHub.