Data Management & Architecture
Jack Collins
Principal Data Management Consultant
Bridging enterprise strategy and technical execution through robust Data Governance, automated Data Quality frameworks, and scalable Master Data Management (MDM) architectures.
About Me
As a Principal Consultant at Infoverity, I lead within our Operational Services practice, directing sustained, long-term client engagements across Master Data Management (MDM) and Data Governance. Leading distributed international delivery teams, I manage an active account portfolio generating over $1.9M in annual revenue across diverse sectors including retail, manufacturing, finance, and asset management.
Enterprise AI initiatives succeed or fail on the strength of their data foundation. A core part of my work is helping organizations implement and deploy the essential governance, cataloging, and data quality frameworks that transform fragmented data into verified assets—providing the compliant, reliable launchpad required for modern AI and machine learning.
Whether modernizing legacy data stacks or sustaining mission-critical cloud and SaaS ecosystems, my objective is simple: ensuring enterprise leaders can fully trust the data driving their decisions, operations, and future innovations.
Professional Experience
Infoverity US, Inc.
Principal Consultant
Direct delivery and strategic expansion of enterprise consulting engagements, leading distributed international teams across multi-domain data management practices.
- Directed delivery and expansion of support services for 25+ enterprise clients, managing an active account portfolio generating $1.9M+ in annual revenue.
- Led an international technical team supporting 9 distinct software stacks spanning PIM, Data Quality, Governance, and ETL platforms.
- Implemented proactive SLA compliance monitoring via automated Microsoft Teams alerts, reducing enterprise SLA breaches by 7%.
Key Client Engagements & Project Leadership
Representative high-impact engagements delivered under InfoverityGovernance Implementation Lead and Advisor
Fintech Organization
- Led the expansion of Informatica Cloud Data Governance and Catalog (CDGC), introducing and curating metadata for over 15 net-new sources across legacy on-premises databases and modern cloud systems.
- Architected end-to-end data lineage visibility to de-risk active cloud data modernization initiatives and establish transparent data provenance across migrating pipelines.
- Delivered dozens of hands-on training sessions for governance analysts and engineers, coaching teams on best practices for building enterprise business glossaries, data classification standards, and domain-specific governance.
- Coached client data quality engineers on industry best practices for structuring and operationalizing sustainable data quality remediation workflows.
Data Quality Lead
Wholesale Supplier (HVAC & Industrial)
- Architected and built a custom Python profiling framework scanning 1,400+ category-specific attributes to automatically surface schema drift, statistical outliers, and null patterns.
- Engineered an automated Python rules engine executing complex data quality validations, persisting structured results into Parquet files for downstream analytics pipelines.
- Deployed executive Power BI dashboards visualizing real-time pass/fail rates, enabling self-serve visibility into data quality trends and targeted remediation workflows.
Team Lead & Data Governance Advisor
Global Fast Food Restaurant Chain
- Provided strategic guidance on architecture and best practices for Informatica Enterprise Data Catalog (EDC) and Axon to align data governance with critical business initiatives.
- Conducted comprehensive technical evaluations of metadata management solutions tailored to diverse cross-functional stakeholders.
- Orchestrated Anomalo data quality Kubernetes deployments and managed complex configuration lifecycles, ensuring high availability and zero downtime.
Data Quality Team Lead
Perimeter Access Manufacturer
- Conducted deep-dive technical profiling into black-box customer data sources, identifying root-cause anomalies and delivering actionable remediation playbooks.
- Configured and maintained high-throughput Informatica PowerExchange connectors across Salesforce, SAP, Azure Data Lake (ADLS), Snowflake, and Azure Synapse.
- Standardized institutional documentation for unit testing, regression testing, and source-to-target mappings, accelerating project onboarding and audit readiness.
Core Competencies
Data Governance & Catalog
Enterprise metadata strategy, catalog implementations (Informatica EDC, Axon), data stewardship operating models, lineage tracking, and regulatory governance alignment.
Data Quality & Profiling
Automated Python profiling frameworks, rules engines, schema drift detection, Parquet persistence, and self-serve executive Power BI dashboards.
Master Data Management
Architecting and sustaining multi-domain MDM and PIM platforms (Stibo STEP, Informatica P360) across heterogeneous on-premise, cloud, and hybrid ecosystems.
Technical Stack & Domains
Governance & Catalog
Cloud & Data Platforms
Quality & Engineering
MDM, PIM & Analytics
Let's Connect
Interested in discussing enterprise data governance strategies, automated quality frameworks, or consulting leadership? Let's connect on LinkedIn.
Connect on LinkedIn