Services

$150 / month

The most popular way to get mentored, let's work towards your goals!

1 call per month (60min/call)

Unlimited Q&A via chat

Expect responses in 2 days

Hands-on support

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About

I build production-ready GenAI systems and help startup teams move from promising prototypes to reliable, scalable reality.

I work with teams that are new to GenAI—to identify viable use cases, avoid common traps, and design approaches grounded in real production constraints—and with teams that are already building, helping them make sound architecture decisions around evaluation, safety, and monitoring as they scale.

I bring hands-on system design depth alongside engineering leadership experience. I’ve founded and scaled engineering teams, and I enjoy coaching engineers and managers while we ship real systems.

My work includes:

Use-case selection & product shape
Clarifying what’s viable, what’s risky, and what’s not worth building based on production realities.

Agent architectures
Designing state and memory systems, tool orchestration, and multi-agent workflows.

MCP integration
Implementing standardized tool and data access through MCP servers, with a focus on reliability patterns.

RAG, done right
Improving retrieval quality, grounding, and SOP execution through evaluation-driven iteration.

Quality & evaluation
Building golden datasets, automated scoring (LLM-as-judge), and tracing-driven debugging.

Safety & governance
Implementing guardrails, policy enforcement, and human-in-the-loop approvals for high-risk actions.

Team building & execution
Hiring, scaling teams, mentoring leaders, and resolving cross-functional friction.

If this resonates, book a free intro call and let’s talk.