Platform
AI insights co-pilot for advertising
Took a retrieval-augmented assistant over Amazon Ads and sales data from concept to live. Analyst turnaround dropped from days to minutes, and teams answer their own questions now.
SaaS · AI · Data platforms
KonstantinKomarov
I build the data and AI systems that agencies and product teams run on — ingestion, retrieval, and the operational scaffolding that keeps them honest in production.
- Role
- Staff / Head of Engineering
- Based
- San Diego, CA
- Domain
- Amazon Ads & e-commerce
- Availability
- Open to hybrid
Selected work
What I've shipped
Pipeline
Agency-grade data ingestion
Productionized Amazon SP-API and Ads ingestions with governance, alerting, and SLAs — fewer manual interventions, predictable delivery.
Practice
An AI operating model
Built intake, evaluation, and go-live checklists with human QA gates, plus the training to go with them. Adoption spread across the org without the usual risk.
New business
Prototypes that win pitches
Turned working prototypes and cost benchmarks into pitch material, and shaped SOW language and staffing models to protect margin.
Career
Senior Software Architect, AI & Data
Straight Up Growth
- Functional lead for AI initiatives — turning briefs into production plans that actually ship.
- Shipped a retrieval-augmented insights assistant, and defined the evaluation, rollout, and training around it.
- Integrated Amazon Ads and SP-API at scale with alerting, retries, and cost controls.
CTO & Senior Software Architect
DineSafe / IWasPoisoned (Y Combinator)
- Owned multi-client delivery across martech and data products — scoping, resourcing, and production quality.
- Built microservice and serverless architectures on AWS, cutting infra cost while raising deploy velocity through CI/CD and observability.
- Backed new business with technical treatments, prototypes, and delivery plans.
Lead Software Engineer
Innovecs
- Directed cross-functional teams delivering enterprise web and data systems, with real code quality gates and performance budgets.
- Designed resilient APIs and integrations; brought SRE practice in to reduce incidents.
Let's talk
Building something
data-heavy?
I'm open to staff and head-of-engineering roles in San Diego or hybrid. LinkedIn is the fastest way to reach me.
linkedin.com/in/konstantin-komarov→