Headline

Data Engineer II @ Amazon | Data & AI Architecture · Cloud Migration · GenAI Adoption Ambassador | Ex-Deloitte · Oracle

About

I architect cloud-native platforms, production ML pipelines, and Generative AI systems at petabyte scale — turning complex problem spaces into business-critical data and AI capabilities. I design data architecture for platforms that have moved organisations from on-premises to cloud and batch to real-time across India, Asia-Pacific and Europe, embedding compliance by design, self-serve analytics and driving alignment cross-functionally across engineering, finance, sales, and operations. Hands-on technical depth combined with customer and executive-facing execution — building systems and shaping strategies that turn technical investment into measurable business outcomes. Recognised as one of 19 Enterprise AI Adoption Ambassadors globally at Amazon (selected from 200+ nominees), AWS Certified Speaker, and currently serving as Asia-Pacific GenAI Champion, I've designed and delivered GenAI enablement programs across three business verticals — driving measurable enterprise adoption. Core stack: AWS · Python · AI Augumented Engineering · Generative AI · MLOps · Prompt Engineering · Data Governance · Cloud Migration · Data Warehousing

Location

Bengaluru

AI stack

antigravity

codex

claudecode

Work experience

Data Engineer II at Amazon, Jul 2024 - Present · 2 yrs 2 mos, Bengaluru, Karnataka, India

Data Engineer at Amazon, Oct 2022 - Jun 2024 · 1 yr 9 mos, Bengaluru, Karnataka, India, -> Engineered and scaled AWS analytics infrastructure supporting high-volume operational and GTM workloads. -> Built a React + Python portal integrated with Redshift to unify carrier intelligence and enable near real-time anomaly detection. -> Led the Andes 3.0 data lake migration, implementing governed access controls and expanding secure self-service analytics across teams.

Business Analyst at Amazon, Nov 2021 - Oct 2022 · 1 yr, Bengaluru, Karnataka, India, -> Built 20+ QuickSight dashboards and KPI automation solutions, improving visibility into loss prevention metrics and enabling faster leadership decision-making. -> Automated reporting workflows and supported reliability standards across 1,300+ ETL pipelines, sustaining scalable operations with near-zero downtime.

Analyst at Deloitte India (Offices of the US), Mar 2021 - Oct 2021 · 8 mos, Bengaluru, Karnataka, India, ->Built data models in Dremio datalake and Azure Data Factory to support high-volume analytics at scale and enable real-time BI delivery. ->Leveraged Dataiku as a collaborative AI/ML platform to design ML pipelines and workflows, reducing data preparation time accelerating adoption of data-driven decision-making. ->Led zero-downtime Oracle DB migrations and automated recurring data loads - stabilizing big data workflows and ensuring SLA compliance across enterprise environments. ->Engineered robust ETL pipelines with Informatica, Python, Unix scripting, and Oracle SQL.

Associate Consultant at ORACLE FINANCIAL SERVICES SOFTWARE LIMITED, Aug 2019 - Mar 2021 · 1 yr 8 mos, Bengaluru, Karnataka, India, Enhanced ERP (EBS R12) reporting modules using Java, PL/SQL and Unix shell scripting, leveraging explain plans and BI Publisher to reduce report refresh latency by 80% and accelerate financial insights. Contributed to enterprise-scale OMCS to OCI cloud migrations by writing migration scripts, validating dependencies, and coordinating cutovers with zero downtime improving cost efficiency, BI performance, and compliance.

Software Development Intern at BETSOL, Jan 2019 - Mar 2019 · 3 mos, Bangalore, Developed a Java springboot microservices-based analytics platform, integrating WordPress APIs to improve data accessibility for engineering teams through MySQL, creating a scalable baseline solution.

Education

Bachelor of Engineering - BE, Computer Science, Bangalore institute of technology