Field Record

Where the Constraint Was Real

A regulator watching. A fraud ring already inside. A migration that could not be allowed to go down. Every engagement below shipped to production — this is what it took, and what it changed.

05
Engagements: 02
Sectors: 04
Disciplines

Data & AI ModernizationFinancial Services

Modernizing a Core Banking Data Platform for Real-Time Analytics

Migrated a monolithic data warehouse to a cloud-native lakehouse on Azure, reducing query latency by 94% and enabling real-time regulatory reporting.

Azure
Databricks
Delta Lake
Compliance

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94%
Lower query latency: 12B+
Records processed daily: 60%
Reduction in reporting cost

Cloud SecurityFinancial Services

Zero-Trust Architecture for a Multi-Region Fintech

Replaced perimeter VPNs with identity-aware access, cutting the attack surface and passing SOC 2 Type II with zero exceptions.

0
Audit exceptions: 78%
Smaller attack surface: 3x
Faster access reviews

Zero Trust
Okta
SOC 2
CSPM

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Data & AI ModernizationFinancial Services

Production MLOps for Credit Risk Models

Built an end-to-end MLOps platform that took credit risk models from notebook to production in days, with full governance and drift monitoring.

85%
Faster time-to-production: 100%
Model lineage coverage: 24/7
Drift monitoring

MLOps
MLflow
Feature Store
Governance

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Infrastructure ModernizationHealthcare

Multi-Cloud Platform for a Regulated Health Network

Standardized deployment across AWS and Azure with a single golden CI/CD path, cutting release lead time from weeks to hours.

40x
Faster release cadence: 99.99%
Platform uptime: 2
Clouds, one workflow

Multi-Cloud
Kubernetes
GitOps
HIPAA

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Fraud & Financial Crime IntelligenceFinancial Services

Real-Time Fraud Ring Detection on a Neo4j Graph

Replaced a transaction-at-a-time rules engine with a streaming graph that scores every payment against the network around it — surfacing mule rings the previous system could not see, inside the authorization window.

38ms
p99 scoring latency: 4.2x
More rings surfaced: 61%
Fewer false positives

Neo4j
Cypher
Graph Data Science
Kafka

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