Karan Meena

Director of Engineering

Mountain View, California, United States16 yrs 11 mos experience
Highly StableAI Enabled

Key Highlights

  • Pioneered AI implementations transforming customer experience.
  • Architected scalable data lakehouse driving margin growth.
  • Led organizational transformation through AI-driven practices.
Stackforce AI infers this person is a SaaS and AI-driven technology leader with extensive experience in data architecture and engineering.

Contact

Skills

Core Skills

Enterprise Ai StrategyTechnology LeadershipAi & Data GovernanceEnterprise Data ArchitectureCloud-native PlatformData Quality & ObservabilityBusiness Process OptimizationSaas Solution StrategyJavaTechnology-driven GrowthProject ManagementMicroservicesDistributed Systems Design And ArchitectureSystems Design

Other Skills

Executive Stakeholder ManagementProduct & Technology RoadmapTechnology Budget OptimizationTechnology Innovation & LeadershipCross-functional CollaborationsGlobal LeadershipData-Driven TransformationOrganizational Growth & ScalingProject PlansIT Project ManagementData Security & PrivacyTechnology Talent StrategyProject DeliveryTechnical RequirementsPlanning and Resource Management

About

Strategic Data & AI Executive with 17 years of experience in technology leadership across US and Indian markets. Proven track record of building high-performing global teams and architecting enterprise omnichannel retail and subscription platforms. Known for accelerating AI adoption, designing resilient data ecosystems, and aligning technical initiatives with business strategy through transparent, cross-functional leadership.

Experience

Adobe

Director of Engineering

Nov 2025Present · 5 mos · On-site

Caastle

5 roles

Vice President, Head of Data & AI

Promoted

Jan 2023Jun 2025 · 2 yrs 5 mos · On-site

  • Lead the company's data function, shaping enterprise-wide data and AI strategy across Engineering, Data Science, and Data Analytics teams. Manage $7M personal annual budget and drive talent strategy, achieving >90% employee retention while partnering with the COO on strategic decisions and technology roadmaps, delivering 100% of prioritized platform expansion initiatives on schedule.
  • Pioneered breakthrough AI implementations that transformed customer experience: led semantic product search system doubling user participation from 16% to 32%, and built generative AI product classification achieving 95% accuracy while reducing merchandising effort by 90%. Architected enterprise AI platform with Large Language Models for personalized recommendations, increasing customer engagement by 15% while cutting inference costs by 96%.
  • Spearheaded organizational transformation through AI-driven development practices—integrated coding tools like CoPilot and Cursor to boost engineering productivity by 37% and accelerate release cycles.
  • Built scalable, multi-tenant data lakehouse enabling core e-commerce processes and driving margin growth.
  • Shaped enterprise governance strategy as core member of Security Steering and Data Governance Councils, leading AI privacy framework development and supporting ISO 27001 certification.
Enterprise AI StrategyExecutive Stakeholder ManagementProduct & Technology RoadmapAI & Data GovernanceTechnology Budget OptimizationTechnology Innovation & Leadership+3

Senior Director, Head of Data Engineering

Jan 2022Jan 2023 · 1 yr · On-site

  • Led Bangalore operations through COVID, maintaining 100% delivery while establishing our hybrid work model.
  • Delivered data infrastructure for Sales Cloud integration, reducing client onboarding time from 5 weeks to 1 day and enabling 1,000+ clients to launch subscription services within a year.
  • Modernized our infrastructure by migrating Cloudera CDP to AWS EMR with auto-scaling, cutting cloud costs by 40% while boosting performance by 50%.
  • Integrated Google Vision AI for inventory tagging, improving Visual Search accuracy from 35% to 95%.
  • Chaired the Technology Steering Committee for 5 years, driving 20+ cross-functional architectural decisions for scalable technology investments.
Enterprise Data ArchitectureCloud-Native PlatformData-Driven TransformationData Quality & ObservabilityTechnology Leadership

Director of Engineering

Promoted

Mar 2019Dec 2021 · 2 yrs 9 mos · On-site

  • Scaled Bangalore Engineering from 15 to 31 members while transforming team culture—slashed attrition from >30% to under 10% through technical leadership development and strategic talent retention.
  • Built mission-critical data infrastructure: Kafka-based real-time pipelines processing millions of events with sub-2ms latency, redesigned multi-tenant Tableau architecture cutting peak load by 30%, and enhanced Size Advisor ML models boosting prediction accuracy from 70% to 80%.
  • Architected global data warehouse enabling UK market launch while reducing future international expansion barriers by 90%.
Business Process OptimizationSaaS Solution StrategyOrganizational Growth & ScalingProject PlansIT Project ManagementData Security & Privacy+3

Senior Engineering Manager

Promoted

Oct 2017Mar 2019 · 1 yr 5 mos · On-site

  • Built and led a 28-member Platform team responsible for delivering backend systems and developer tools to 10+ cross-functional teams across the organization. Focused on operational excellence and system stability while enabling rapid product development and deployment capabilities.
  • Led the multi-warehouse distribution platform rollout that optimized fulfillment operations and increased capacity by 3x. Directed the platform expansion to multi-tenant architecture, enabling the onboarding of 20+ brands while maintaining performance at scale. Also managed a critical migration from Mailchimp to Salesforce in just 1.5 months, including comprehensive team onboarding and training to ensure seamless transition.
JavaTechnology-Driven GrowthDistributed Systems Design and ArchitectureProject PlansIT Project ManagementProject Management+5

Principal Software Engineer

Apr 2012Sep 2017 · 5 yrs 5 mos · On-site

  • Led an 8-member team designing logistics infrastructure that scaled fulfillment capacity by 50x through automation. Architected a Warehouse Management System that reduced processing time by 70% and cut manual errors by 80%.
  • Built foundational microservice and async frameworks that scaled to 300+ distributed applications across the organization. Implemented CI/CD pipelines and testing frameworks, achieving 90%+ coverage while accelerating development by 25%.
  • Progressed from Senior Software Engineer to Principal Software Engineer
Spring BootJavaCloud ApplicationsSystems DesignDistributed Systems Design and ArchitectureMicroservices+3

Gupshup

3 roles

Lead Software Engineer

Promoted

Apr 2011Mar 2012 · 11 mos · New Delhi, Delhi, India · On-site

  • Developed a government-integrated DND (Do Not Disturb) service using Java and REST APIs, processing 1M+ requests in under 10 seconds. This involved complex integration with external government registries, implementing robust error handling, and ensuring compliance with telecommunications regulations.
  • Gained deep expertise in building scalable, distributed systems and working with high-throughput, low-latency architectures.
JavaMicroservices

Senior Software Engineer

Promoted

Jul 2010Mar 2011 · 8 mos · New Delhi, Delhi, India · On-site

  • Optimized and Scaled a high-performance AdServer platform processing 4-5M+ requests hourly while maintaining strict latency SLAs. Implemented advanced caching strategies, load balancing, and performance monitoring to ensure system reliability under heavy traffic loads.
Java

Software Engineer

Jul 2008Jun 2010 · 1 yr 11 mos · New Delhi, Delhi, India · On-site

Education

Indian Institute of Technology, Delhi

Bachelors & Masters (Dual Degree) of Technology — Computer Science

Jul 2008Present

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