Infrastructure and Technical Architect with 13+ years designing and delivering cloud-native data systems, AI solutions, and enterprise analytics platforms. Builds end-to-end: from AWS infrastructure and data pipeline architecture to LLM-powered applications and BI layers. Has led multi-engineer teams, owned full-stack solution delivery, and shipped production systems across retail, manufacturing, fintech, and healthcare. Equally comfortable reviewing an IAM policy, designing a multi-agent AI workflow, and presenting architecture trade-offs to a CTO.
Domain Experience
Experience
Principal Architect
NeenOpal Intelligent Solutions · Bangalore
Apr 2026 - Present
- AI Architecting AI-native platforms: RAG pipelines, LLM-powered chatbots, multi-agent orchestration, and agentic automation workflows for enterprise clients across the US and APAC
- AI Defining the organisation's AI infrastructure blueprint - model selection frameworks, prompt engineering standards, evaluation harnesses, observability, and cost-optimised deployment patterns on AWS
- Owning end-to-end solution architecture decisions: network topology, IAM and security posture, data pipeline design, compute sizing, and integration contracts across systems
- Setting engineering standards, leading technical hiring, conducting architecture reviews, and driving org-wide technology strategy for a growing multi-team delivery organisation
Project Delivery Lead
NeenOpal Intelligent Solutions · Bangalore
Jan 2023 - May 2026
- Architected IoT telemetry pipeline for Yanmar America: RDS - Glue - Snowflake - QuickSight, real-time stream via Kinesis Firehose, Lambda & Timestream with SNS alerting
- Designed and delivered a Credit Risk decision platform for a B2B SaaS lender - full loan-application web app, decision engine, and AWS data warehouse
- AI Built and delivered multiple chatbot automations for operational workflows across client organisations using LLMs and custom prompt chains
- Led AWS ETL and BI delivery across 10+ concurrent US/APAC client engagements spanning retail, finance, manufacturing, and healthcare
- AI Built ClarityH personal finance management app (comparable to Monarch Money) from scratch - AI-assisted development, cloud infrastructure design, full delivery
- Drove org-wide business development; published technical blogs and AWS/Azure/GCP comparison POCs for internal knowledge base
Business Intelligence Lead
Amazon Development Centre · Bangalore
Aug 2022 - Jan 2023
- Debugged and optimised ETL pipelines for worldwide S3P pricing KPIs - reduced job failure rate and improved aggregation accuracy across global pricing signals
- Built automated WBR dashboards and deep-dive reports tracking price competitiveness metrics across global markets for the S3P pricing team
Group Manager
WNS Global Services · Bangalore
Oct 2021 - Jul 2022
- PM for Adobe Experience Platform (CDP) implementation at ASDA UK - coordinated across Adobe architects, ASDA developers, and internal teams; authored end-user documentation
- Led design and delivery of end-to-end automated reporting solutions; designed advanced analytics models including store clustering and product affinity for Woolworths SA
Deputy Manager
WNS Global Services · Bangalore
Aug 2018 - Oct 2021
- Built Woolworths SA's AWS analytics platform end-to-end: led data engineers and architects; implemented Glue, Redshift, S3, and QlikSense stack from zero
- Designed unique customer identification algorithm triangulating loyalty cards, bank card data, and coupon details - revealed materially higher loyalty contribution than previously measured
- Delivered Customer Attribute Records (CAR) and Business Attribute Records (BAR) pipelines; managed BA, DE, and DS teams across all tracks
- Built automated forecasting, K-Means store clustering, and self-serve consumer basket analysis tool used directly by client stakeholders
Assistant Manager - Campaign Analytics
WNS Global Services · Bangalore
May 2016 - Jul 2018
- Managed campaign execution, post-campaign analysis, and targeted reach analysis for Starbucks UK & Europe (2-4 campaigns weekly at scale)
- Built fully automated Tableau reporting suite; led Teradata to Oracle database migration end-to-end including QA process design and final validation
Business Analyst
Mu Sigma Business Solutions · Bangalore
Jul 2013 - Apr 2016
- Part of Microsoft's Power BI beta group - built dashboards before public launch in early 2014; witnessed and worked through the migration of Excel Power Pivot and Power Query into Power BI
- Customer segmentation and last-mile delivery analysis for Microsoft US; delivery performance and care analysis for Argos UK; ETL validation for Morrisons UK
Summer Intern - Manufacturing Analytics
Tata Motors · Pune
2011 & 2012
- Two consecutive summer internships in manufacturing operations; early exposure to data-driven process analysis in an industrial setting