12+ Years  ·  Google  ·  $3.7M–$30M Verified Impact  ·  +24 AI-Assisted Projects

Designing, Building, and Evolving
Scalable AI Systems for
Durable Organizational Capability.

From Google-scale AI architecture to 24 AI-assisted projects and future-ready advisory for founders. I help CEOs, CTOs, and startups turn AI potential into reliable, strategic advantage — across both enterprise and builder tracks.

Three Dimensions of AI Mastery

01 — Enterprise AI Architect

Strategy to Scale

Strategy → Scale

I design the strategic blueprints that allow organizations to scale AI from isolated projects to a durable competitive advantage. Architecture decisions made here determine what's possible five years from now.

  • AI/ML platform strategy
  • Cross-system data & signal governance
  • Scalable personalization infrastructure
  • Privacy-compliant architecture
Learn more →
02 — Production AI Engineer

Deployment & Reliability

Deployment → Reliability → Real-world performance

I build AI systems that are reliable, cost-efficient, and performant under the pressure of millions of real-world requests. Serving production AI is an engineering discipline as rigorous as any distributed system.

  • LLM serving & inference optimization
  • RAG system design at scale
  • High-throughput data pipelines
  • Anomaly detection & fraud prevention
Learn more →
03 — Future-Ready AI Advisor

Longevity & Evolution

Longevity → Organizational evolution

I help organizations and founders build for the next wave of AI, ensuring longevity and the ability to evolve. The systems that win tomorrow are being designed today.

  • RAG & local LLM for regulated industries
  • Privacy & compliance (FHIR, HIPAA)
  • Technology scouting & roadmap planning
  • Founder advisory & strategic influence
Learn more →
Impact Snapshot
0 Years
AI Leadership
$3.7M–$30M Est. Impact
0 Fraud Reviewers
Empowered
Multi VP VP Award Winner
0 AI-Assisted
Sessions
32.7M Tokens
Total
24.5¢ Total Cost
0 Projects
Shipped

Six Enterprise Projects.

Three pillars in action. Also see 24 AI-assisted projects →

View All 6 Projects →
Production AI

GenAI QA Automation

Replaced manual vendor reviews across 32 products with an LLM-powered QA system using Gemini, RAG pipelines, and async batching — serving millions of judgments in production.

$3.7M–$30M estimated economic impact
Read Case Study →
Enterprise AI

Signal Metadata Repository

Designed and built a unified ML signal governance platform — enabling consistent feature discovery, versioning, and reuse across teams at Google scale.

Unified ML signal platform across orgs
Read Case Study →
Production AI

AdWords Fraud Detection

Built detection infrastructure and reviewer tooling that empowered 200+ fraud analysts to protect millions of ad accounts — combining anomaly detection with high-throughput pipelines.

200+ reviewers · Millions of accounts protected
Read Case Study →

Built for Leaders Who Build at Scale

Enterprise Leaders

CEOs, CTOs, and Directors at GCCs and large conglomerates building AI platforms that need to survive organizational complexity, regulatory scrutiny, and the next three model generations.

Explore Enterprise Solutions →

Startup Founders

Seed-to-Series C founders building AI-first products in regulated domains — medical, legal, education — who need an architect who has shipped at scale and understands what "production-ready" actually means.

Startup Advisory →

Executive Recruiters

Searching for a rare profile: 12 years of Big Tech AI execution, cross-functional leadership, and the strategic clarity to operate at VP and Director level. US–India bridge expertise included.

View Full Profile →

For Enterprises

Ready to Architect Your AI Advantage?

Let's discuss your platform strategy, AI roadmap, or the architecture decisions that will define your next five years.

Schedule a Strategy Consultation
or

For Founders

Building Something That Matters?

I advise AI-first founders on architecture, go-to-market positioning, and building systems that are durable enough to scale with your vision.

Discuss Your Startup's AI Vision