Sunnyvale, California, United States

Senior Engineering Leader | AI Platforms | Organizational Scale

16+ years building and scaling engineering organizations · Sr. IEEE Member · B.Tech / MBA in IT

  • Building and scaling high-performing engineering organizations
  • AI and enterprise platform strategy
  • Developer productivity and automation at scale
  • Measurable business outcomes

Impact at a glance

16+Years of experienceAcross systems, platforms & leadership
5+Years in leadershipManaging engineers and managers
25+Engineers in orgMulti-team org incl. 2 managers
50K+Users & customers reachedGlobal internal & vendor users
80%Manual effort reducedVia intelligent automation
20%+Platform adoption growthYoY without added headcount

Executive Summary

Engineering leadership profile

Professional headshot of Gaurav Mishra

Gaurav Mishra

Senior Engineering Leader, Amazon

Sunnyvale, California, United States

I am an engineering leader at Amazon, where I lead a multi-team organization, including managers, building AI-native platforms that power global enterprise operations. My focus is on turning emerging technology into durable organizational capability — translating AI, automation, and platform strategy into measurable business outcomes.

Over 16+ years I have grown from hands-on systems engineering into senior leadership, managing managers and engineers across AI transformation, developer productivity, platform engineering, and enterprise identity. I build organizations that scale — through strong managers, repeatable mechanisms, and a culture of high standards paired with psychological safety.

I am most energized by building high-performing engineering organizations that adopt AI effectively and responsibly, compound their impact over time, and deliver outsized value to customers and the business.

Leadership Impact

Outcomes across key themes

AI Transformation & Automation

Led the shift from manual enterprise processes to AI-native platforms, establishing autonomous and human-in-the-loop systems that deliver measurable efficiency at organizational scale.

  • Reduced manual effort by up to 80% in high-volume operational workflows through intelligent, validation-aware automation.
  • Introduced AI-assisted reasoning and recommendation systems that materially improved speed and accuracy of enterprise decisions.
  • Set the strategy and governance model for safe, auditable autonomous execution across the organization.

Developer Productivity & Platform Engineering

Built and scaled collaboration and operational platforms that multiply the output of thousands of engineers, growing adoption without growing cost.

  • Grew platform adoption 20%+ YoY for 50K+ internal and external users with no proportional headcount increase.
  • Established observability, reliability, and operational-excellence mechanisms that improved availability and continuity.
  • Led cloud modernization and disaster-recovery initiatives strengthening long-term resiliency and scalability.

Organizational Leadership & Scaling

Grew and developed a multi-team engineering organization, building managers and mechanisms that allow the org to scale beyond any individual.

  • Lead a 25-person organization including 2 managers, with a focus on developing leaders rather than dependencies.
  • Defined org strategy, capacity planning, and operational forecasting mechanisms adopted across teams.
  • Built a durable culture of high standards, ownership, and psychological safety.

Enterprise Systems & Identity

Architected secure, highly available identity and enterprise platforms underpinning critical operations for tens of thousands of users.

  • Delivered identity and access platforms (SAML/OIDC) serving 40K+ users at enterprise reliability targets.
  • Built self-service platforms and APIs that abstracted operational complexity and accelerated delivery.
  • Drove reliability and scalability improvements across distributed, business-critical systems.

AI Leadership

Helping organizations adopt AI at scale

I help organizations adopt AI effectively, safely, and at scale — moving from experiments to production platforms that change how work gets done.

Agentic AI Systems

Designing autonomous and semi-autonomous systems that reason, plan, and execute multi-step enterprise workflows.

Enterprise AI Adoption

Driving organization-wide adoption strategy, change management, and the platforms that make AI usable at scale.

Workflow Automation

Replacing manual operational processes with intelligent, validation-aware automation that compounds efficiency.

Human-in-the-Loop Architectures

Building approval-gated, auditable systems that keep humans in control of high-stakes decisions.

AI Platform Strategy

Defining reusable orchestration infrastructure for modular tool execution and extensible automation.

Responsible AI

Embedding governance, rollback safeguards, deterministic validation, and blast-radius controls from day one.

Leadership Philosophy

How I lead

01

Build managers, not dependencies

I scale organizations by developing strong leaders and clear ownership, not by becoming a single point of failure.

02

Mechanisms over heroics

Durable outcomes come from repeatable mechanisms and systems — not from individual late-night saves.

03

Customer obsession, measured

Every initiative ties back to customer value and is held accountable to measurable business outcomes.

04

AI as a force multiplier

I treat AI as a way to amplify human judgment and capacity, applied where it compounds organizational impact.

05

Long-term organizational health

I optimize for the health and trajectory of the organization over short-term wins.

06

High standards with psychological safety

Teams do their best work when the bar is high and it is safe to take risks, disagree, and learn.

Career

Experience

Software Development Manager — HR Platform

Sep 2022 — Present

Amazon · Sunnyvale, CA

Lead a 25-person multi-team engineering organization, including 2 managers, building agentic AI, workflow orchestration, and enterprise automation platforms for global HR operations.

  • Built AI-native workflow platforms combining LLM-assisted reasoning, multi-system orchestration, dynamic policy evaluation, and human-in-the-loop execution to replace manual processes with scalable intelligent systems.
  • Designed reusable AI orchestration infrastructure enabling modular tool execution, workflow composition, and extensible enterprise automation across multiple operational scenarios.
  • Led development of governed autonomous systems with approval-gated execution, rollback safeguards, auditability, deterministic validation, and blast-radius controls.
  • Architected event-driven operational platforms integrating workflow state management, distributed services, and automation pipelines across complex enterprise processes.
  • Improved operational efficiency through intelligent recommendation systems and validation-aware automation, reducing manual effort by up to 80% in contractor-to-full-time eligibility conversion workflows.

Software Development Manager — Developer Productivity / Platform Engineering

May 2020 — Sep 2022

Amazon · Sunnyvale, CA

Led engineering for large-scale collaboration and operational workflow platforms supporting 50K+ internal and external users.

  • Scaled platform adoption by 20%+ YoY without proportional operational headcount growth through automation and platform optimization.
  • Built scalable observability, monitoring, testing, and reliability mechanisms across distributed systems.
  • Led cloud modernization and disaster-recovery initiatives that strengthened resiliency, continuity, and long-term scalability.
  • Established organization-wide capacity planning, operational forecasting, and infrastructure optimization mechanisms.
  • Defined platform strategy, organizational scaling mechanisms, and engineering best practices across teams.

Sr. Systems Development Engineer — Developer & Identity Platforms

Dec 2018 — Apr 2020

Amazon · Sunnyvale, CA

Improved the productivity and satisfaction of thousands of Amazon and external vendor developers, accelerating software delivery.

  • Architected scalable identity and authorization systems using SAML/OIDC for 40K+ users across distributed engineering environments.
  • Built self-service operational platforms enabling workflow automation and operational abstraction.
  • Led observability and operational-excellence initiatives improving platform reliability, scalability, and visibility.

Systems Development Engineer

Apr 2014 — Dec 2018

Amazon · Sunnyvale, CA

Architected identity and access-management systems supporting 40K+ users across distributed environments.

  • Architected identity and access-management systems supporting 40K+ users across distributed environments.
  • Developed high-performance self-service platforms and APIs using Python, Flask, and DynamoDB.
  • Led operational-excellence initiatives improving system availability, observability, scalability, and infrastructure reliability.

System Engineer

Feb 2013 — Mar 2014

Best Buy · Richfield, MN

Infrastructure, automation, observability, deployment systems, disaster recovery, and developer-platform enablement across enterprise environments.

  • Owned the full lifecycle of agile development applications including Jira, Confluence, and Crowd.
  • Managed configuration, deployment, monitoring, and security of developer tooling.

System Engineer

Nov 2011 — Feb 2013

CrossView Inc. · Santa Clara, CA

Part of the infrastructure team managing internal and external systems, deployment, and configuration management.

  • Handled capacity planning, datacenter setup, application deployment, and configuration management.
  • Managed application monitoring, alerting, developer infrastructure, and disaster recovery.

Associate Consultant

May 2009 — Oct 2011

GlobalLogic · Noida, India

Infrastructure, automation, observability, deployment systems, and developer-platform enablement across enterprise environments.

  • Supported enterprise infrastructure, automation, and deployment systems.
  • Contributed to observability and disaster-recovery enablement across developer platforms.

Capabilities

Areas of expertise

Leadership & Strategy

Engineering Org LeadershipManaging ManagersOrg Strategy & VisionTalent DevelopmentStakeholder ManagementCapacity Planning & Budgeting

AI & Platforms

AI Platform StrategyAgentic AI SystemsLarge Language Models (LLM)Machine LearningWorkflow AutomationResponsible AI

Engineering & Cloud

AWS ServicesDistributed SystemsIdentity & Access (SAML/OIDC)Platform ObservabilityDisaster RecoveryOperational Excellence
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