[ 12+ Years AI/ML Ops Leadership ]

Translating Complex AI Vision into High-Impact Operational Scale

Senior AI Technology Program & Product Operations Manager driving 50+ AI/ML initiatives across research, safety, finance, media, and autonomous vehicle industries—delivering over $160M in business revenue with embedded Responsible AI.

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LLM EVALUATION METRICSRESPONSIBLE AI FRAMEWORKS$160M+ REVENUE IMPACT50+ AI/ML INITIATIVESAUTONOMOUS VEHICLE SYSTEMSDATA STRATEGYPGMP PREPLLM EVALUATION METRICSRESPONSIBLE AI FRAMEWORKS$160M+ REVENUE IMPACT50+ AI/ML INITIATIVESAUTONOMOUS VEHICLE SYSTEMSDATA STRATEGYPGMP PREP

Program strategy session with AI workflow mapping on paper

12+

Years of Experience

Meet the Advisor

Aranganathan Viswanathan

Senior AI Technology Program & Product Ops Manager

Advisor · Program Architect · Mentor

For 12+ years I have translated high-level AI/ML product vision into repeatable operational execution — building the program scaffolding, evaluation gates and governance rituals that carry frontier research from prototype to production scale.

My work spans data strategy, LLM evaluations, AI research operations and safety benchmarks across finance, media and autonomous vehicles.

$160M+Revenue impact across AI initiatives

50+AI/ML programs delivered end-to-end

12+ YrsEnterprise program & product ops

100%Responsible AI framework alignment

Connect with Aranganathan

Engagement Models

Strategic Advisory & Professional Services

Targeted engagement models for executives, AI leaders and technology professionals — each one instrumented, measurable and built to outlast a single program.

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Resume Service

Executive tech resumes architected around quantifiable AI metrics, VP visibility and true program scale.

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Career Guidance

Strategic positioning for operators and product managers moving into senior AI/ML leadership roles.

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PgMP Certification Prep

Structured mentorship, application review and domain drilling for Program Management Professional success.

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Job Search Strategy

Target account planning, referral engineering and offer negotiation for high-growth technology roles.

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AI/ML Topic Advisory

Consultation on LLM evaluation frameworks, AI safety benchmarks and data operations blueprints.

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AI Program Operations

Governance rituals, evaluation gates and delivery telemetry that make AI execution repeatable at scale.

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( Impact Artifacts )

Proven portfolio and systems artifacts

LLM Safety & Evaluation Matrix

Refusal calibration, hallucination deltas and red-team coverage turned into standing evaluation gates for research and safety teams.

Autonomous Vehicle Ops Architecture

Fleet ingest SLAs, label QA pass rates and scenario regression suites operating as one validated data-to-model pipeline.

Multi-Domain AI Governance

Policy gates, audit trace depth and current model cards across finance, payments and media compliance portfolios.

A consolidated executive brief covering program architectures, AI/ML delivery systems and quantified outcomes — $160M+ revenue across 50+ programs.

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Ready to Scale Your AI Operations with Repeatable Systems?

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[ Direct Inquiry ]

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Reach out directly for advisory services, career coaching, or PgMP certification preparation.

Emailaranganathan.vishwanathan@gmail.com
Phone513-417-3374
Address1000 Kiely Blvd 10, Santa Clara, California 95051
LinkedInlinkedin.com/in/aranganathan-viswanathan25