Building AI Systems
That Work. At Scale.
From Louisiana Tech to leading AI compliance at Fortune 50. My path has been defined by one principle: strategic systems, sharp execution.
From Field Operations to Fortune 50 AI Strategy
Some leaders arrive through prestige. Others arrive through survival.
I entered technology on the ground floor: fixing computers in underfunded schools, documenting broken systems, learning—up close—how much damage a bad workflow or a single misconfigured system can cause. I wasn't groomed for leadership. I earned it one failure mode at a time.
From those early field operations, I developed a trait that has shaped my entire career: I don't accept chaos as "the way things are." I build structures that eliminate it.
Fast forward 15 years. I now architect AI governance frameworks for a Fortune 50 company, manage multimillion-dollar AI portfolios, deploy systems used by millions, and design compliance architectures that withstand legal, operational, and engineering scrutiny. I built a governance platform (HAIEC) from scratch—quietly adopted in enterprise settings—and authored five patent-pending frameworks in drift detection, audit automation, and real-time AI enforcement.
I bridge the world between AI ambition and organizational reality.
Most people see growing regulatory pressure as a blocker. I see it as a blueprint. Where others ship models, I ship systems that protect organizations from the failure modes they didn't even know existed.
This is why teams trust me to lead the programs that matter.
Career Milestones
Sr Program Manager - AI Implementation & Governance
HP Inc. - Core Team Lead
Core Team Lead - Platform Enabling Applications
HP Inc. - 53 Applications Portfolio
Technical Program Manager
HP Inc.
Founder & CEO
Human AI Ethics Council (HAIEC)
M.Sc. Engineering & Technology Management
Louisiana Tech University
Entrepreneur - Project Manager
Business Process Automation & Software Development
System Engineer II
ACTIVE Network
System Analyst
Cummins Inc. @ TCS
B.S. Computer & Information Systems Security
Louisiana Tech University - Graduated
Technology Strategist
Office of Intellectual Property & Commercialization - Louisiana Tech
Business System Analyst
Centaurus Technology Partners
Technical Field Operations Lead
Dallas Independent School District - No Child Left Behind (Gov Contract)
Patent-Pending AI Compliance Frameworks
Developed 5 patent-pending methodologies for AI compliance, drift detection, and governance at enterprise scale.
Adversarial Project Twin
Drift and sabotage simulation framework that proactively identifies AI system vulnerabilities before they impact production. Enables real-time monitoring and automated remediation.
AI Compliance Twin
Real-time regulatory enforcement engine that continuously validates AI systems against EU AI Act, GDPR, and sector-specific compliance requirements.
Modular Audit Engine
AI fairness and transparency scoring system with modular architecture. Provides audit-grade documentation and compliance reporting for enterprise deployments.
Precision Drift Detector
Numerical anomaly detection system for AI model performance monitoring. Identifies drift patterns before they impact business outcomes.
Compliance Fingerprint Layer
Tamper-evident traceability system for AI decision-making. Creates immutable audit trails for regulatory compliance and forensic analysis.
CSM Framework & SKC ResetFrame™
Cognitive Systems Management methodology and Meeting ResetFrame for enterprise AI program delivery. Deployed in multiple Fortune 50 pilots with proven results.
Why Teams Trust Me
I See Failure Modes Before They Emerge
Years of drift detection, RCA, and governance work have trained me to anticipate what most teams discover only after outages or audit failures. I protect organizations from invisible risks before they become front-page news.
I Design Frameworks That Survive Contact With Real Organizations
Compliance is useless if engineers won't follow it. Engineering is dangerous if compliance can't see it. My systems bridge both worlds—creating governance structures that scale across dozens of teams without breaking velocity.
I Make Ambiguity Executable
When teams don't know how to proceed, I create structures that turn confusion into predictable delivery. I've operated at every altitude: from field technician → system engineer → program manager → founder → enterprise AI strategist. I understand every layer of the stack, technical and human.
I Don't Accept Chaos as "The Way Things Are"
Where others see regulatory pressure as a blocker, I see it as a blueprint. Where others ship models, I ship systems that protect organizations from failure modes they didn't even know existed. This discipline has shaped every framework, patent, and program I've delivered.
What People Say
"Subodh has an exceptional ability to take complex AI compliance requirements and translate them into actionable frameworks. His work on our enterprise AI governance program reduced our audit preparation time from months to weeks while maintaining the highest standards of regulatory compliance."
Senior Engineering Director
Fortune 50 Technology Company
"Working with Subodh on AI implementation strategy was transformative. He doesn't just manage programs—he architects systems that actually work at scale. His CSM Framework helped us navigate the complexity of deploying AI across 50+ business units while staying compliant with evolving regulations."
VP of AI Strategy
Enterprise Software Company
"Subodh's technical program management skills are unmatched. He led our $40M AI compliance initiative with precision, managing 100+ stakeholders across multiple time zones. His ability to balance innovation velocity with regulatory requirements is exactly what enterprises need in the AI era."
Chief Technology Officer
Financial Services Firm
The Personal Note
I grew up navigating systems that weren't designed for people like me. So I became someone who designs better systems.
Not just faster or smarter—safer, fairer, more accountable.
AI will shape the next century. My mission is to ensure it does so without repeating the failures of the last one: hidden bias, silent drift, ungoverned decisions, and operational fragility.
Everything I build—frameworks, programs, platforms, patents—follows one philosophy:
If a system can harm people, it must be governed as seriously as it is engineered.
This isn't just my work. It's my discipline.
Open to New Challenges
Executive Roles
Currently exploring VP/Director positions in:
- • AI Compliance & Governance Leadership
- • Enterprise Technical Program Management
- • AI Strategy & Implementation
- • Digital Transformation Leadership
Target: Fortune 500, Series B+ Startups, AI-First Companies
Consulting & Advisory
Available for:
- • AI Proof-of-Concept (POC) Projects
- • Compliance Framework Implementation
- • Executive Advisory & Coaching
- • Fractional Leadership Roles
Engagement: Project-based, Retainer, or Fractional Executive
Location
Remote, Hybrid, or Relocation
Open to Dallas/Austin area
Compensation (Full-Time)
$250K - $400K+
Base + equity/bonus
Consulting Rate
$300 - $500/hour
Project minimums apply