Contact
Get in touch
I take a small number of consulting threads each quarter: data feed design, LLM routing reviews, cloud cost and SRE practice, and integrity assessments for paid acquisition.
Typical response time is two business days. I do not run cohort courses or paid mentorship programs.
Contact channels
What I can help with
Design-intelligence and public-data feed architecture
LLM gateway hardening, quotas, and evaluation pipelines
Cloud reliability, FinOps, and incident response playbooks
Traffic integrity reviews for paid media teams
Workshops for engineering-led GTM teams