I help founders and product teams build reliable AI systems, modernize cloud platforms, and scale engineering execution. Hands-on architecture. Practical strategy. Measurable outcomes.
Available for select advisory, audit and contract engagements
Engineers led across multidisciplinary teams
Reduction in critical downtime
Improvement in delivery predictability
Focused engagements that solve specific business problems, from getting AI into production to making engineering delivery predictable.
Take an AI prototype into a dependable product, or make an existing AI system safer, faster, more observable and economically sustainable.
Find the right architecture for your scale, simplify infrastructure complexity and improve reliability without unnecessary cloud spending.
Experienced technical leadership for teams that need better architecture decisions, a clearer roadmap, and stronger execution.
A focused, typically five-working-day engagement to understand the risks holding your AI product back, then prioritize what to fix first. Scope and timeline are agreed before work begins.
Current system, critical paths, failure modes, scaling and operational gaps.
Evaluation strategy, tool execution, safeguards, latency, model routing and spend.
Short- and medium-term recommendations ranked by risk, effort and impact.
Review findings, trade-offs and next steps directly with the people building the product.
Selected examples from previous engineering leadership and platform work. These are professional experience examples, not client testimonials.
Led a 30–40 person engineering organization across AI, backend, mobile, data, SRE and QA, introducing stronger ownership, engineering metrics and release discipline.
Agentic workflow that reads policies, clinical notes and lab reports to assess coverage, flag missing documents and draft evidence-backed responses to insurers and TPAs, with privacy and security designed for sensitive clinical data.
Rolled out an AI-assisted SDLC with a custom PR Review Agent, Cursor, Claude Code and Copilot, cutting PR review turnaround from 1–2 days to under 2 minutes and lifting delivery speed by 35–40%.
LLM tools for resume-to-JD scoring and relieving-letter verification, helping hiring teams shortlist candidates and verify immediate joiners faster.
You work directly with me. Engagements can be fixed-scope audits, implementation guidance or ongoing advisory support.
We discuss your product, technical constraints, business goals and what success would look like. Initial discovery is brief and focused.
I outline the proposed work, deliverables, timeline and commercial terms before any paid engagement starts.
You receive practical recommendations, architecture decisions or implementation support with direct communication throughout.
Tell me what you're building, what is slowing you down, or where you need experienced architectural judgment. You don't need a perfect project brief.
Share a few details and I can assess whether I'm the right fit.