Led by a Data Engineering Leader with 20+ years of experience, Sun AI and Data LLC San Francisco delivers hands-on consultation and contracting in Database Architecture, Data Engineering, and AI Agent design — from strategy through production.
Available for consultation, contracting, and subcontracting.
Design and manage robust, scalable database systems tailored to your workload — from schema design and performance tuning to cloud-native deployments on AWS (RDS, Aurora, Redshift). We architect for scale, reliability, and cost-efficiency, and can administer your databases on an ongoing basis.
Build reliable, high-throughput data pipelines from ingestion to warehouse — batch ETL, real-time streaming, data quality frameworks, and ML-ready feature pipelines. Grounded in 20+ years of enterprise experience, including infrastructure processing 160B+ transactions per year at Mastercard.
Custom AI agents built for your specific workflows — natural language interfaces that query your databases in plain English, automated reporting agents, data quality monitors, and bespoke automation pipelines. We design, build, and deploy using the latest LLM tooling.
Move your on-prem data infrastructure to the cloud with confidence. We plan and execute full migrations to AWS — databases, pipelines, storage, and all — minimizing disruption and ensuring nothing is lost in transit.
With 20+ years in data engineering and cloud architecture, we have built and led data systems at a scale most engineers never encounter — including hands-on ownership of infrastructure processing over 160 billion transactions annually at Mastercard (Brighterion).
We don't just advise — we execute. Sun AI and Data LLC San Francisco's principal leads every engagement, bringing in skilled engineers matched to your specific needs. One point of contact, full ownership, no coordination overhead.
Free consultation on every engagement. You pay only when real work begins.
“Many people make promises, but few consistently deliver on time — you are one of them.”
— Alexei Novakov, Manager · Mastercard (2024)Led data engineering for a $120M Merchant Risk & Fraud Monitoring system across four global regions — as a hands-on engineer and team lead, not an ivory-tower consultant.
Built and operated data infrastructure at one of the highest transaction volumes in the world. Your scale isn't a concern — it's familiar territory.
Architecture, engineering, deployment, and documentation — we own the full delivery so you don't coordinate multiple vendors. One partner, one point of contact.
The first meeting costs nothing. We give you an honest assessment and a clear path forward — you pay only when real work begins. No retainers for talking.
Whether you need database architecture, data engineering, or an AI agent — reach out. The first conversation is always free.
Response within 1–2 business days · First consultation free