Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

PURNIMA MAGANTI

Dallas,TX

Summary

Experienced Technical Product Leader with over 20 years of expertise in Data Warehousing, Generative AI, and Cloud Data Architecture across enterprise and consumer domains. Proven track record launching enterprise-grade data platforms, architecting AI/ML pipelines, and driving 0→1 product development from vision through delivery. Adept at stakeholder alignment, cross-functional leadership, and navigating complex regulatory and security landscapes. Currently leading platform strategy at Verily (Alphabet) and Learniversal AI.

Overview

22
22
years of professional experience
1
1
Certification

Work History

Founder & Head of Product

Learniversal AI
01.2024 - Current
  • Launched Learniversal AI, an interdisciplinary K–8 learning platform that integrates academic content and emotional growth using GenAI-powered storytelling.
  • Defined 0→1 product vision, roadmap, and user journeys; executed MVP delivery within 6 months.
  • Built a proprietary RAG engine using Vertex AI to generate real-time, personalized story modules and quizzes aligned to state standards.
  • Led design and integration of Memory Lane, Olympiad Mode, and Nova AI Companion — providing narrative-driven SEL and adaptive feedback.
  • Prioritized features based on educator, parent, and child interviews; shipped 30+ story modules across 3 themes.
  • Onboarded 100+ beta families and 10+ educators; achieved 85% weekly active usage and 90% satisfaction.
  • Directed engineering, education, design, and content teams end-to-end.
  • Built go-to-market launch strategy including pilot feedback loops, educator onboarding, and parent engagement campaigns.
  • Mentored junior engineers, curriculum designers, and UX collaborators across content architecture, user testing, and delivery readiness.

Staff Data Product Architect

Verily (Alphabet)
06.2023 - Current
  • Led 0→1 strategy, architecture, and launch of Verily’s Enterprise Data Warehouse (EDW) in under 6 months, enabling analytics and compliance reporting for 15+ internal departments.
  • Defined roadmap and phased data domain prioritization based on compliance urgency, stakeholder alignment, and business impact.
  • Architected and implemented the EDW using BigQuery, dbt ,Pub/Sub and Airflow with robust access controls, classification, and lineage tracking.
  • Authored technical PRDs capturing governance, security, and SOC2/HIPAA readiness standards.
  • Facilitated buy-in across Legal, Security, Compliance, Finance, and Data Engineering; drove resolution on ingestion conflicts, SLAs, and stewardship models.
  • Delivered GA launch with high adoption; enabled 40% faster compliance reporting and reduced ingestion error rates by 30% across Verily ops and legal. Mentored junior data engineers and analysts on platform governance standards, lineage modeling, and stakeholder collaboration.
  • Enabled self-service data access for 10+ internal teams, reducing ad-hoc data requests by 80%.

Staff Data/ML Solutions Architect

Google Cloud (GCP)
12.2020 - 06.2023
  • Architected scalable BigQuery and Vertex AI solutions for global clients across retail, healthcare, and enterprise—driving over $100M in cumulative client impact through AI/ML platform adoption and operational optimization.
  • Led development of forecasting, search, and personalization platforms using Vertex AI, AutoML, and BigQuery ML.
  • Directed design of end-to-end pipelines using BigQuery, Dataflow, Composer, Dataplex, and MLOps best practices.
  • Created field-ready demos and GTM proof-of-concepts adopted in 15+ global client workshops and executive briefings, accelerating deal velocity and platform integration.
  • Worked directly with cross-functional stakeholders including client product managers, GCP engineering, sales engineers, and PMMs to tailor solutions to vertical needs.
  • Contributed to GCP AI product feedback loop; influenced roadmap based on customer gaps and integration friction. Mentored junior architects and engineers on best practices in scalable data platform design and customer-centric solutioning.
  • Supported $100M+ in enterprise transformation impact through client adoption of GCP AI/ML platforms.

Principal Data Architect / Analytics Lead

Aptiva Corp (ExxonMobil, Chevron, Whiting)
01.2010 - 01.2020
  • Led launch of 10+ enterprise Data Warehouses including foundational data stores, regulatory compliance platforms, and multi-source operational pipelines.
  • Designed modular architecture for upstream, downstream, safety, finance, and legal domains with 1TB–500TB datasets.
  • Delivered compliant data platforms aligned with SOX, ISO, and audit standards; implemented RBAC, metadata tagging, retention enforcement.
  • Managed end-to-end delivery on $1M–$10M projects with >95% success rate.
  • Oversaw 15+ engineers across ETL, QA, reporting, and architecture; improved delivery velocity with standardized data pipeline components. Mentored junior engineers and analysts across pipeline development, QA automation, and scalable design.

Lead Architect / Engineer

ISR Infoway, Mastech, IBM, Terasoft
01.2003 - 01.2010
  • Designed and implemented ETL workflows, MDM/ODS systems, and BI cubes using SSIS, Informatica, Oracle, and SQL Server.
  • Delivered BI solutions and reporting systems in Sales Ops and Finance domains; developed scalable data pipelines across global clients.

Education

B.E. - Mechanical Engineering

Jawaharlal Nehru Technological University
India
05.2003

Skills

  • Enterprise Data Warehousing (EDW)
  • Dbt
  • BigQuery & GCP Stack
  • GenAI (LLMs, RAG, Vertex AI)
  • Product Strategy & Roadmapping
  • Technical PRDs
  • Cross-functional Stakeholder Management
  • Feature Prioritization
  • Regulatory Compliance (HIPAA, SOC2, SOX)
  • 0→1 Product Execution
  • Agile Product Development
  • GTM Planning
  • Team Leadership

Certification

  • Google Cloud Certified Professional Data Engineer
  • 45+ Awards at Google/Verily for data platform delivery, stakeholder alignment, and product strategy
  • 15+ Recognitions at ExxonMobil & Chevron for EDW launches, regulatory compliance, and technical excellence

Timeline

Founder & Head of Product

Learniversal AI
01.2024 - Current

Staff Data Product Architect

Verily (Alphabet)
06.2023 - Current

Staff Data/ML Solutions Architect

Google Cloud (GCP)
12.2020 - 06.2023

Principal Data Architect / Analytics Lead

Aptiva Corp (ExxonMobil, Chevron, Whiting)
01.2010 - 01.2020

Lead Architect / Engineer

ISR Infoway, Mastech, IBM, Terasoft
01.2003 - 01.2010

B.E. - Mechanical Engineering

Jawaharlal Nehru Technological University

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