Enterprise Data & AI Strategy Leader

Turning Messy Data
Into Strategic Power for Fortune 500 Organizations

17+ years architecting enterprise data ecosystems, governance frameworks, and AI-ready cloud platforms that drive measurable operational efficiency, regulatory compliance, and executive decision-making.

17+
Years
Experience
50+
Enterprise
Engagements
$8M+
Pipeline
Built
Informatica
Certified
Scroll

Architect of Trusted
Enterprise Data

I'm Rakesh Gundala — a Strategic Enterprise Data & Governance Leader based in Houston, TX. With 17+ years at the intersection of business strategy and data engineering, I've built my career transforming chaotic, siloed data landscapes into governed, AI-ready platforms that executives can trust and act upon.

My expertise spans Master Data Management, Cloud Data Architecture, Data Governance Operating Models, and enterprise analytics — delivered for clients across Energy, Healthcare, Financial Services, Insurance, and Retail. I've led engagements for global Fortune 500 organizations, building $8M+ qualified pipelines and directing cross-functional teams across onshore/offshore delivery models.

I hold an MS in Management Information Systems from Fairleigh Dickinson University (2007) and carry a rare combination of deep technical architecture expertise and C-suite communication fluency that consistently converts data strategy into tangible business outcomes.

"Data is only as powerful as the trust placed in it. My mission is to build systems, frameworks, and cultures where that trust is absolute."

— Rakesh Gundala, Director of Enterprise Data & Analytics Strategy
🏗️

Enterprise Architecture

Designing scalable, cloud-native data platforms on Snowflake, Azure, AWS, and GCP — from conceptual architecture through production hardening and operational monitoring.

🏛️

Governance & Compliance

Building hybrid governance operating models with stewardship councils, CDE controls, data lineage, business glossaries, and regulatory alignment (SOX, CCAR, Sunshine Act).

🎯

MDM & Golden Records

Delivering enterprise MDM across Customer, Asset, Vendor, Provider, and Product domains using Informatica IDMC — with trusted golden records, survivorship rules, and match-merge logic.

📈

Business Value Realization

Translating C-suite vision into KPI-driven delivery roadmaps. Every sprint milestone and platform release is tied directly to measurable business outcomes — never just technical checkboxes.

Outcomes That Define a Career

0+
Years of Enterprise
Data Architecture
0+
Enterprise MDM &
Governance Programs
0%
Reporting Speed
Improvement Delivered
0%
Average Error Rate
Reduction Achieved

Transformational Services
for the Data-Driven Enterprise

From strategy through production — I deliver data solutions that executives trust, engineers can maintain, and regulators can audit.

01 / 06
🏛️

Enterprise Data Governance

Building hybrid governance operating models — centralized and federated — that embed data ownership, stewardship accountability, lineage visibility, and policy enforcement across every domain.

CollibraMicrosoft PurviewInformatica IDMCCDEs
02 / 06
🔮

Master Data Management

Architecting enterprise MDM platforms across Customer, Asset, Vendor, Provider, and Product domains. Golden records, survivorship rules, match-merge logic, and hierarchy governance at scale.

Informatica MDMB360/R360IDMCNPI Validation
03 / 06
☁️

Cloud Data Architecture

Modernizing legacy data estates to cloud-native ecosystems on Snowflake, Azure, AWS, and GCP. Real-time pipelines, curated reporting layers, and governed semantic models built for durability.

SnowflakeAzureAWSDatabricks
04 / 06
📊

Analytics Engineering

Building standardized transformation frameworks, governed metrics, and reusable data products that power executive reporting, operational dashboards, and AI-driven insights across the enterprise.

TableauPower BIBigQuerydbt
05 / 06
🔗

Enterprise Integration

Designing scalable ETL/ELT pipelines and API-driven integration architectures connecting Salesforce, SAP, Oracle, and cloud ecosystems with standardized transformation and operational monitoring.

Informatica IICSAzure Data FactoryREST APIsFivetran
06 / 06
🤝

Executive Advisory & BD

Serving as a trusted C-suite data advisor — translating business objectives into delivery roadmaps, conducting QBRs, leading pre-sales, and driving multi-million dollar transformation engagements.

C-Suite AdvisoryPre-SalesROI FrameworksQBRs

Transformations That Moved the Needle

Real enterprise outcomes — built from 17 years of delivery across the most data-intensive industries in the world.

Energy & Utilities
Fortune 500 Regional Utility Provider

Asset Master Data Modernization & Grid Reliability Analytics

A major utility operator was struggling with fragmented asset records spread across 12 legacy systems — resulting in unreliable grid maintenance schedules, $4M+ in annual duplicate procurement, and failed regulatory audits. Rakesh designed and implemented an enterprise Asset MDM platform using Informatica IDMC, establishing a single trusted asset master with 100% lineage visibility and integrated IoT sensor data via Snowflake.

94%
Asset Data Accuracy
$4M+
Annual Savings
Zero
Audit Failures
Informatica IDMCSnowflakeAzureIoT IntegrationTableau
National Healthcare Network — 800+ Providers

HCP/HCO Master Data & Sunshine Act Compliance Framework

A national healthcare network with 800+ physician relationships faced mounting Sunshine Act compliance risk due to fragmented HCP/HCO data across Salesforce, Epic, and 3 legacy CRMs. Rakesh architected a provider MDM platform with NPI validation workflows, third-party enrichment via IQVIA and LexisNexis, and automated compliance reporting — eliminating $2.1M in potential regulatory exposure within 90 days of go-live.

99.7%
Provider Match Rate
$2.1M
Compliance Risk Eliminated
90
Days to Go-Live
Informatica MDMSalesforce Health CloudIQVIANPI RegistryREST APIs
🏥
Healthcare / Life Sciences
💰
Financial Services
Top-10 U.S. Auto Finance Institution

CCAR Regulatory Compliance Data Quality Program

A Tier-1 auto finance institution faced two consecutive CCAR submission failures due to data quality gaps across Risk and Finance reporting layers. As Enterprise Data Governance Lead at Santander Consumer USA, Rakesh designed a comprehensive IDQ rule framework validating completeness, accuracy, timeliness, and consistency across FR Y-14 data flows — establishing end-to-end lineage from source systems through regulatory aggregation layers.

100%
CCAR Pass Rate
35%
Data Error Reduction
Full
Lineage Traceability
Informatica IDQ 9.6Enterprise EDCFR Y-14 ComplianceSQL Server
Residential Solar Energy Provider — 200K+ Customers

Cloud Data Platform Modernization & Sales Intelligence

Sunnova Energy's explosive customer growth had outpaced its data infrastructure — Salesforce, PostgreSQL, AWS Lambda, and Redshift were operating in fragmented silos with no unified reporting layer. As Manager of Data Services, Rakesh architected a unified data integration platform and Tableau reporting ecosystem that delivered 50% faster reporting, a 30% increase in sales team efficiency, and a single trusted customer view across all operational systems.

50%
Faster Reporting
30%
Sales Efficiency Gain
200K+
Unified Customer Records
Informatica IICSSalesforceAmazon RedshiftTableauAWS Lambda
☀️
Clean Energy

17 Years of
Deliberate Mastery

2024 — Present
Director – Enterprise Data & Analytics Strategy
MiracleSoftware Systems · Houston, TX
Leading enterprise data strategy engagements for Fortune 500 clients across Energy, Healthcare, Retail, and Insurance. Directing end-to-end delivery of MDM, governance, and cloud analytics platforms. Built $8M+ qualified pipeline in 2 quarters. Serving as strategic liaison between C-suite and engineering organizations.
$8M+ PipelineFortune 500 AdvisoryMulti-domain MDMC-Suite QBRs
2021 — 2024
Senior Manager – Enterprise MDM & Governance Programs
LumenData · Houston, TX
Directed enterprise SaaS MDM and Data Governance programs for Healthcare, Financial Services, Insurance, Marketing, and Digital Security clients. Implemented Informatica B360/R360 solutions, reducing error rates 20–30% and driving measurable data quality improvements across multi-domain ecosystems.
Informatica B360/R36020–30% Error Reduction5 Verticals
2017 — 2021
Manager, Data Services & Enterprise Integration
Sunnova Energy Corporation · Houston, TX
Led enterprise data integration, governance, and analytics modernization across a high-growth clean energy organization. Built and managed Agile delivery teams, architected multi-source data pipelines, and delivered 50% reporting speed improvements and 30% sales efficiency gains through automation and platform standardization.
50% Faster ReportingTeam of 6 EngineersAWS + Tableau
2015 — 2017
Enterprise Data Governance Lead → Lead Informatica Cloud Architect
Santander Consumer USA · Assurant · Catalyst Paper
Led CCAR regulatory data governance at Santander Consumer USA, designing comprehensive IDQ rule frameworks that delivered 100% audit pass rates. Established enterprise data governance vision, charter, and stewardship operating models from the ground up across financial services and insurance verticals.
CCAR ComplianceIDQ 9.6FR Y-14 Lineage
2012 — 2015
Senior Applications Developer
KBR Inc. · Houston, TX
Led SAP R/3 to Oracle EBS data migration initiatives using Informatica PowerCenter. Bridged business analysis and ETL development roles, collaborating extensively with SMEs, ABAP developers, and business stakeholders to deliver mission-critical data conversion programs within strict CAB governance frameworks.
SAP → Oracle EBSInformatica PC 9.1Full SDLC
2011 — 2012
ETL Developer
Microsoft Corporation · Redmond, WA
Developed enterprise ETL procedures for Microsoft's data warehouse environment, processing data from Azure, Office 365, MS Sales, and legacy systems. Implemented SCD Type 2 patterns and Agile delivery practices within fast-cycle sprint environments.
Microsoft AzureSCD Type 2Agile/Scrum
2007 — 2011
Data Analyst
Johnson & Johnson · Skillman, NJ
Built the analytical foundation — designing OLTP workflows, developing data warehousing ETL processes with Informatica PowerCenter, and authoring comprehensive mapping documentation. The formative years that established a lifelong commitment to data quality, accuracy, and engineering discipline.
Informatica PowerCenterData WarehousingOLTP/OLAP

Certified. Trusted. Proven.

Industry-recognized credentials that validate deep technical and strategic expertise across the most critical data platforms in the enterprise.

🔵

4× Informatica Cloud Certified

Informatica IDMC, CDI, CAI, MDM

ACTIVE
☁️

Microsoft Azure Certified

Azure Data Services & Architecture

ACTIVE
❄️

Snowflake Certified

Snowflake Data Cloud Architecture

ACTIVE
🎖️

AMA Certified Manager

American Management Association · 2018–Present

ACTIVE
🎓

MS Management Information Systems

Fairleigh Dickinson University · 2007

DEGREE
⚙️

Informatica Data Quality

IDQ 9.6 · Advanced Certification

ACTIVE
📊

Tableau Desktop Specialist

Tableau Online & Desktop Analytics

ACTIVE
🤝

Agile / Scrum Practitioner

Sprint Delivery & SDLC Governance

ACTIVE

The Toolkit That
Powers Transformation

🔧 ETL & Integration Tools

Informatica Cloud (IDMC) Azure Data Factory Informatica IICS Matillion Fivetran REST / SOAP APIs

☁️ Cloud Platforms

Microsoft Azure Amazon AWS Google Cloud (GCP) Snowflake Salesforce Heroku

🗄️ Databases & SQL

Databricks BigQuery MS SQL Server Oracle EBS Amazon Redshift PostgreSQL Amazon RDS

🏛️ Governance & MDM

Informatica MDM / B360 / R360 Collibra Microsoft Purview Informatica EDC Informatica IDQ IQVIA / LexisNexis

📊 Analytics & Reporting

Tableau Desktop Tableau Online Microsoft Power BI Microsoft Fabric D&B Analytics Adobe Analytics

🛠️ Delivery & Management

JIRA Confluence Agile / Scrum SAP R/3 CI/CD Pipelines DevOps Practices

What Leaders Say

★★★★★

"Rakesh transformed how we think about data. He didn't just implement MDM — he embedded a culture of data ownership that our organization will benefit from for years. Our CCAR submissions are now airtight."

M
Marcus T.
Chief Risk Officer, Auto Finance Institution
★★★★★

"In 20 years of data leadership I've rarely encountered someone who can operate fluently at both the C-suite strategic level and the hands-on architecture level. Rakesh is that rare find. He built our $8M pipeline in under two quarters."

S
Sarah K.
VP of Engineering, Professional IT Services Firm
★★★★★

"Our HCP compliance risk was keeping the legal team up at night. Rakesh delivered a provider MDM platform in 90 days that eliminated $2.1M in potential regulatory exposure. The quality of execution was exceptional."

D
Dr. Diana R.
CDO, National Healthcare Network
★★★★★

"Rakesh reduced our reporting cycle from 3 days to same-day. Our sales team saw a 30% efficiency increase. But the biggest win was the confidence our executives now have in the numbers. That trust is priceless."

J
James V.
CIO, Leading Energy Services Company
★★★★★

"He walked into a room with our C-suite and turned a 90-minute meeting into a signed multi-year data transformation engagement. His ability to connect technical depth with business ROI is unmatched in this space."

A
Anika B.
Partner, Data Strategy Consulting Group
★★★★★

"Our asset data was a mess — 12 systems, zero golden record, quarterly audit failures. Rakesh rebuilt our entire asset MDM foundation in under 6 months. We haven't had a single audit issue since."

R
Robert L.
VP Asset Management, Regional Utility Provider
★★★★★

"Rakesh transformed how we think about data. He didn't just implement MDM — he embedded a culture of data ownership that our organization will benefit from for years. Our CCAR submissions are now airtight."

M
Marcus T.
Chief Risk Officer, Auto Finance Institution
★★★★★

"In 20 years of data leadership I've rarely encountered someone who can operate fluently at both the C-suite strategic level and the hands-on architecture level. Rakesh is that rare find."

S
Sarah K.
VP of Engineering, Professional IT Services Firm
★★★★★

"Our HCP compliance risk was keeping the legal team up at night. Rakesh delivered a provider MDM platform in 90 days that eliminated $2.1M in potential regulatory exposure."

D
Dr. Diana R.
CDO, National Healthcare Network
★★★★★

"Rakesh reduced our reporting cycle from 3 days to same-day. The confidence our executives now have in the numbers is priceless."

J
James V.
CIO, Leading Energy Services Company
★★★★★

"His ability to connect technical depth with business ROI is unmatched in this space."

A
Anika B.
Partner, Data Strategy Consulting Group
★★★★★

"We haven't had a single audit issue since Rakesh rebuilt our entire asset MDM foundation."

R
Robert L.
VP Asset Management, Regional Utility Provider

Insights from the
Data Strategy Frontier

Data Governance
🏛️
April 2026 · 8 min read

Why Your Data Governance Program Is Failing (And How to Fix It)

Most governance initiatives die in the committee room. After designing governance frameworks for Fortune 500 clients across five industries, here's what actually separates programs that stick from those that don't.

Read Article →
Cloud Architecture
❄️
March 2026 · 12 min read

The Snowflake Migration Mistakes That Cost Organizations Millions

Cloud data platform migrations fail at an alarming rate — not because of technology, but because of data governance gaps and unresolved master data quality issues that follow organizations into the cloud.

Read Article →
MDM Strategy
🔮
February 2026 · 10 min read

Building an AI-Ready Data Foundation: The MDM Imperative

Every major AI initiative I've seen fail traces back to the same root cause: untrusted, ungoverned master data. Here's how to build the data foundation your AI investments actually require.

Read Article →

Flexible Engagement
Frameworks

From strategic advisory to full-scale enterprise delivery — structured to match your organization's needs and investment horizon.

Advisory

Strategic Consulting

$250 / hour
  • Data Strategy Roadmap Development
  • Architecture Review & Assessment
  • Data Maturity Benchmarking
  • Vendor & Platform Selection
  • Executive Briefing Preparation
  • Up to 40 hours / week
Start Conversation
Enterprise

Fractional CDO / Director

Custom
  • Embedded Executive Data Leadership
  • Enterprise Data Strategy Ownership
  • C-Suite Stakeholder Management
  • Full Team & Budget Oversight
  • Multi-Program Portfolio Management
  • Board-Level Reporting
  • 12-month commitment preferred
Schedule Discovery Call

Frequently Asked

What industries do you specialize in?

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My deepest experience spans Energy & Utilities, Healthcare & Life Sciences, Financial Services & Insurance, and Retail & Manufacturing. I've delivered major engagements across all four verticals with measurable outcomes in each. My frameworks are industry-agnostic, but I bring vertical-specific knowledge of regulatory requirements, data domains, and operational workflows that accelerates delivery timelines significantly.

How long does a typical MDM or Governance implementation take?

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A focused, single-domain MDM implementation (e.g., Customer 360 or Provider 360) typically takes 3–6 months from discovery to production. Enterprise multi-domain programs with full governance operating models generally require 9–18 months. In both cases, I structure delivery to show measurable business value within the first 90 days — leadership shouldn't have to wait 18 months to see ROI.

Do you work with teams that don't have Informatica?

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Absolutely. While Informatica IDMC is where I have the deepest technical certifications, my governance frameworks, data quality programs, and delivery methodologies are platform-agnostic. I've implemented data strategies on Azure Data Factory, Matillion, Fivetran, Collibra, Microsoft Purview, and custom-built platforms. The approach matters more than the tool.

What does your engagement process look like?

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Every engagement begins with a structured Discovery phase — typically 2–4 weeks — covering data maturity assessment, stakeholder interviews, source system profiling, and fit-gap analysis. From there, I deliver a Delivery Blueprint with phased roadmap, KPIs, resourcing plan, and ROI projections. Implementation follows an Agile model with bi-weekly sprint reviews and monthly executive briefings to ensure full transparency and alignment throughout.

Can you lead both strategy and hands-on technical delivery?

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Yes — this is genuinely rare and it's my core differentiator. Most data leaders are either strategic or technical. I operate comfortably in both modes: presenting to a Board of Directors in the morning and reviewing mapping specifications with engineers in the afternoon. This dual fluency eliminates the dangerous gap between business intent and technical execution that causes most data programs to fail.

Are you available for remote engagements?

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Yes. Based in Houston, TX, I work with clients globally and have successfully delivered major engagements across remote and hybrid models. I'm experienced with onshore/offshore delivery management and have led distributed teams across multiple time zones. For enterprise programs, I recommend periodic on-site executive workshops and design sessions — but day-to-day delivery works effectively in a remote model.

Ready to Transform
Your Data Foundation?

Whether you're facing a data governance crisis, planning a cloud migration, or looking to turn raw data assets into strategic competitive advantage — let's talk. Every transformation begins with a single conversation.

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Phone 862-579-5370
📍
Location Houston, Texas, USA
💼
Current Role Director – Enterprise Data & Analytics Strategy, Professional IT Services Firm
Available For
Strategic Advisory Enterprise Delivery Speaking Engagements Board Advisory