We handle the data. You ship the product.
Principal-led data engineering for startups ready to scale.
What we build
AI-Ready Data Infrastructure
Build the foundation your ML team actually needs. We design data lakes with proper governance, implement feature stores for model training, and set up vector databases for RAG pipelines.
Cloud Migration & Modernization
Move from legacy systems to production-grade cloud infrastructure. We architect multi-region deployments, set up IaC from day one, and handle the complexity of zero-downtime migrations.
Cost Optimization
Cut your cloud bill without cutting corners. We audit resource utilization, implement auto-scaling policies, right-size instances, and set up dashboards so you can track spend in real-time.
Pipeline Engineering
Data pipelines that run themselves and tell you when something's wrong. We build orchestration layers with proper retry logic, implement streaming for real-time use cases, and bake in observability from the start.
Numbers don't lie
Faster pipelines
We took a 24-hour batch job down to 45 minutes. Not by throwing hardware at it—by rethinking the architecture.
Cost reduction
Migrated a fintech client from Snowflake to Postgres. Same performance, PII compliance built in, 40% cheaper.
Events per second
Built a real-time streaming platform with sub-5-second latency. Kafka, Snowflake, and architecture that handles scale.
Research rigor.
Production speed.
We're a boutique data engineering firm — principals only, no layers between you and the work. Our founder spent a decade in neuroscience research at NYU—processing brain signals, building analysis pipelines, co-authoring 8 peer-reviewed papers. Then we took that same rigor to production systems.
The result? We don't just move fast—we move fast and build things that last. Whether you're starting from zero or untangling years of tech debt, we've done both. Cloud migrations for banks, real-time streaming platforms from scratch, 95% faster pipelines. Direct access to the engineers doing the work.
Let's figure it out
Currently booking Q1 engagements
Not sure where to start? That's fine—most clients aren't. 30-minute call, no pitch, just problem-solving.
You'll walk away with a clear picture of your options—whether you hire us or not.