Most companies don’t struggle with AI ideas — they struggle with turning GenAI into reliable, cost-effective production systems.
That’s where I come in.
I’m a Generative AI Engineer & Solutions Architect with 7+ years of software engineering experience and 2+ years leading production GenAI systems. I specialize in MCP-based architectures, autonomous agents, and RAG platforms that turn unstructured complexity into measurable business outcomes.
In my current role as a Generative AI Technical Lead, I design and ship end-to-end GenAI systems across healthcare, construction/ERP, AI infrastructure, SaaS, and marketing. I work with a consulting-grade mindset: start with the business problem, define success metrics, validate quickly, and then engineer systems that are reliable, observable, and safe to run in production.
On the technical side, I work deeply with Python, LangGraph, LangChain, Pydantic AI, vector databases, and multi-LLM stacks (OpenAI, Anthropic, Gemini, DeepSeek), with a strong focus on evaluation, reliability, and structured tool execution using MCP (Model Context Protocol).
Selected Impact:
- Reduced AI search and intelligence costs by 70%+ by architecting a Profound-style, LLM-agnostic search platform
- Compressed document-heavy workflows from hours to minutes across ERP, construction, and finance use cases
- Enabled 24/7 AI-powered patient support for a national diagnostics provider using MCP-based agent systems
- Delivered 20+ production GenAI systems, from autonomous agents to no-code RAG platforms
- Led and mentored engineers, conducting architecture reviews and driving production-quality standards
Beyond Work
I’m deeply interested in AI system design, agent reliability, and the future of human–AI collaboration. I enjoy breaking down complex systems, mentoring engineers, and thinking about how AI can be made boring—predictable, safe, and dependable—in real-world products.
Let’s Connect
If you’re building production GenAI systems, scaling AI beyond demos, or looking for a Generative AI Architect / Technical Lead, feel free to message me here on LinkedIn or reach out via email.
