Production-Grade Data Engineering for High-Growth Teams

I help Series A+ startups and fintechs build reliable, cost-efficient data pipelines. Get Principal-level architecture without the $250k/year headcount.

Trusted by engineers at HelloFresh, SAP & Red Bull

Is your data stack holding you back?

If any of these sound familiar, you're leaving money on the table.

Cloud costs (Snowflake/AWS) spiraling out of control?

Data pipelines breaking every time you scale?

Engineers spending more time fixing bugs than building features?

Stakeholders waiting days for data that should be real-time?

I fix these.

Scale Your Data Infrastructure Without Scaling Your Cloud Bill

As a Principal Engineer at a leading fintech, I design and operate large-scale, production data systems under real constraints—cost, reliability, compliance, and growth. I bring that same rigor and hands-on execution to your team.

Data Architecture & Platform Audits
Kafka, Spark & Streaming Pipeline Design
Snowflake / BigQuery Cost Optimization
Fractional Principal Data Engineer
Analytics & AI Data Foundations
Cloud-Native Data Platform Builds

No sales pitch. No commitment. Just a focused look at your biggest data bottleneck.

Impact

Real results from production data systems. Click any case study to see the full breakdown.

Building a Full Data Platform from Zero — 3 Times, Across AWS and GCP

AWSGCPRedshiftBigQueryDBTAirflowTerraform
3x
Platforms Built

Cutting Time-to-Insight from Days to Minutes with Real-Time Snowflake Ingestion

SnowpipeSnowflakeAWS SQSS3StreamlitReal-Time
Days → Minutes
Time to Insight

Real-Time Customer Data Enrichment via Kafka Streams at Scale

Kafka StreamsKSQL DBApache HudiKubernetesRocksDB
Real-Time
Enrichment

Bridging GCP and AWS: Cross-Cloud Event Pipeline for Unified Analytics

GCPAWSPub/SubKinesis FirehoseRedshiftCross-Cloud
2 Clouds
Unified Pipeline

Zero-Downtime Event Tracking at Scale with the Outbox Pattern

FastAPIKafkaOutbox PatternProtobufHelloFresh
0
Events Lost

GDPR-Compliant Data Lake with ACID Transactions on S3

Apache HudiS3SparkGDPRAWS GlueAthena
ACID
On S3

Scaling Spark Pipelines Across Three Companies and Two Clouds

Apache SparkPySparkScalaAWS EMRGlueAirflow
3
Companies

High-Performance Vector Search API in Rust for ML Recommendations

RustAxumgRPCQdrantAWS EKSRedis
Sub-ms
Latency