Shaping Enterprise Data, Analytics & AI Strategy

Staff Engineer · Data & AI Platforms

15+ years shaping enterprise data platforms, with 3+ years leading analytics and AI strategy and end-to-end delivery.

Areas of Focus

Design and scale enterprise data, analytics, and applied AI platforms.
Lead large-scale modernization of legacy data ecosystems and platform transformations.
Build and enable high-performing engineering teams through technical mentorship and clear ownership models.
Translate complex technical systems into clear, actionable decisions for executive and business stakeholders.

Selected Impact

AI-Driven Support Optimization

Led the delivery of applied AI for customer support operations, reducing average call time by 27% and increasing frontline agent productivity by 30%.

Rapid Data Onboarding

Re-architected enterprise data ingestion workflows, reducing dataset onboarding time from two weeks to under one hour and accelerating analytics adoption.

Global Analytics Platform Modernization

Led large-scale modernization of analytics platforms, establishing role-based access, standardized reporting, and secure data sharing across three countries for global automotive organizations.

Governance by Design

Embedded security, privacy, and compliance directly into data platform architecture, enabling scalable analytics on sensitive data without slowing delivery.

Technology Landscape

AI & Machine Learning

Applied LLM systems (RAG, Agents, guardrails) Semantic Search/Retrieval (Vector Embeddings) Model evaluation, Safety, & Feedback Loops Cloud-native ML platforms

Enterprise Data Platforms

Cloud Data Warehouses Lakehouse Architectures Metadata-driven ELT Pipelines Large-scale Data Migrations Digital Transformations Data Virtualization Semantic Layers

Data Governance & Catalog

Enterprise Data Catalogs Metadata Management Data Quality Frameworks Observability Privacy & Access control Compliance by Design

Engineering & Delivery

Infrastructure as Code and Automation Containerized & Serverless Architectures CI/CD Scalable Team Delivery Practices

Education

Bachelor of Engineering - Computer Science
Anna University, India
Post Graduate Program in AI & ML
University of Texas, United States

Certifications

AWS Associate Solution Architect
Big Data Developer
Tableau Desktop Specialist
Oracle Certified Associate - SQL & PL/SQL