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Expertise

Full-Stack Data Leadership

From governance frameworks to production ML — end-to-end capability across regulated industries with audit-ready rigor at every stage.

Capability Domains

GOV

Data Governance & Operating Controls

Governance frameworks, reconciliation controls, KPI design, and operating standards that reduce manual effort, improve trust in data, and structure fast-moving environments.

BEFORE

Fragmented compliance, manual audits, regulatory risk

AFTER

Structured operating controls with clearer ownership and more reliable data

Data quality and reconciliation controlsMDM and source-of-truth designKPI and workflow standardization
MLO

AI Platform Enablement

LLM workflows, AI service integration, and platform building blocks that help teams move from experiments to operational systems with observability and delivery discipline.

BEFORE

Slow model deployment, scattered experiments, reliability issues

AFTER

AI services integrated into delivery workflows with clearer operating models

LLM workflow designAI service integrationAutomation patterns for delivery teams
HCA

Healthcare Data & Analytics

Healthcare data platforms, executive dashboards, and operational analytics designed for regulated contexts where quality, traceability, and stakeholder trust matter.

BEFORE

Siloed PHI, compliance concerns, slow insights

AFTER

Real-time patient outcomes modeling with automated PHI protection

Healthcare analytics deliveryExecutive reporting and KPI designOperational data governance
EXE

Leadership & Delivery

Cross-functional leadership spanning data engineering, analytics, QA, and DevOps — aligning technical execution with stakeholder priorities and measurable delivery outcomes.

BEFORE

Strategic drift, overwhelmed teams, vendor confusion

AFTER

Aligned data strategy with measurable outcomes and high-performing teams

50+ professionals led4 squads managedC-level stakeholder communication
Industry Depth

Sector Expertise

Deep domain knowledge across three verticals — not generic tooling, but solutions shaped by years of sector-specific challenges.

HCA

Healthcare

7+ yearsJio Health ($75M platform), Sanisphere consulting
  • HIPAA compliance & PHI governance
  • Patient risk scoring & outcome modeling
  • Care network analysis & capacity planning
  • Clinical decision support systems
RX

Pharma & Life Sciences

4+ yearsPOC Pharma — multi-market distribution analytics
  • Sales & distribution analytics
  • Market expansion modeling
  • Regulatory data management
  • Cross-market data consolidation
ENT

Enterprise & Platform

10+ yearsFull-stack platforms, self-hosted infrastructure
  • Data warehouse architecture
  • ML platform engineering & MLOps
  • Infrastructure cost optimization
  • Team leadership & org design

Technology Stack

Data Infrastructure

PostgreSQLRedshiftMySQLKafkadbtAirflowETL/ELT

Machine Learning & AI

MLflowLangChainRAGVector DBsPyTorchFeature Stores

Cloud & DevOps

AWSAzureDockerProxmoxGitHub ActionsCI/CDNginx

Geospatial

PostGISGeoServerThree.jsCesiumQGISH3Leaflet

Observability

GrafanaPrometheusLokiAlertmanagerCustom Dashboards

Enterprise Tools

Odoo ERPMoodle LMSPower BIMetabaseREST APIs

See these capabilities in action

Every capability listed here has been proven in production. See the case studies for metrics.

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