Who I am
I’m a Test Automation Architect with 25 years of engineering experience across storage, cloud, and automation — with the last 5 years leading test and GenAI -driven automation at Pfizer. My career spans Fortune 50 enterprises including IBM, NetApp, Oracle, HP and Wipro, and I’ve had the rare experience of contributing to India’s Flosolver supercomputer project right out of college.
My engineering philosophy has always been the same: understand the system before trusting the abstraction. That’s what I now bring to AI — not certificate-level familiarity, but production-grade engineering discipline applied to GenAI pipelines, AI agents, and automated evaluation frameworks.
“I’ve spent 25 years building things that work in production. Now I’m applying that same discipline to AI systems — because most AI fails not from bad models, but from bad engineering.”
Career arc
NewPage Solutions · Client: Pfizer
Product Manager (OATS) & Senior Project Manager — GenAI & Automation
Ideated and launched OATS — an AI-driven test automation framework that reduced end-to-end automation effort from 5 days to 1 day (80% efficiency gain). Delivered a GenAI/LLM engine that compressed global marketing report generation from 4–6 weeks to 2 hours, saving hundreds of thousands in agency fees. Deployed a RAG-based enterprise search platform across global document repositories with OCR and citation features.
NewPage Solutions · Client: Pfizer
Senior Automation Lead
Architected end-to-end test automation for complex web applications across multiple countries and platforms. Built scalable Python/Pytest frameworks integrated into CI/CD pipelines. Recruited and coached a top-tier team of SDETs and QAEs; defined quality metrics used for critical strategic decisions.
Personal Care Startup
Co-founder
Built go-to-market strategy, managed investor relations, and used data analytics to optimise pricing and distribution. First foray into entrepreneurship — applied engineering rigour to business problems.
Oracle India
Automation Architect
Engineered a Cloud Infrastructure Simulation Tool and a Block Level Data Integrity Testing Tool for third-party storage. Improved testing accuracy for complex cloud deployments. Defined KPIs and provided regular effectiveness reports to stakeholders.
Wipro Technology · Client: HP
Senior Automation Architect
Led testing for HP's High-Performance Next-Gen Server. Mentored 100+ QA and Automation engineers. Developed a Log Analyzer Tool that improved troubleshooting efficiency by 75%. Played a key role in securing a major contract renewal. Represented the company in business meetings in the USA.
Kache Solution
Founder
Built a SaaS-based Transport Management Application. Led competitive analysis, hardware installation at client sites, and global vendor negotiations.
IBM Storage Lab
Advisory Software Engineer
SME for SONAS NFS Stack. Collaborated with Product Managers and Technical Sales to develop customised lab solutions for IBM Storage Verification. Recruited top talent from IIT and IIIT. Deep expertise in NFS v3/v4 RFC3530 compliance.
NetApp
Member of Technical Staff
Tested NetApp Storage Platform for VMware integration. Designed a File Level Restore Tool for global banking clients. Filed 2 New Invention Reports on Single File Restore (RHEL) and Datacenter Power Management.
Symphony Services
QA Lead
Tested and automated Kazeon's Storage Search Engine — a platform later acquired by HP. Early deep exposure to enterprise storage search and information management systems.
Hewlett Packard India
Senior Software Engineer
L3 support for HP tape storage library. Deep systems work in C and Digital Unix.
Wipro Technology
Project Engineer
Brocade SAN switch testing — Flogi, SAN Zoning, and Multipath Testing. Automated CLI operations using Perl. First exposure to enterprise networking and storage fabric.
IT Solution
Co-Founder
Built an advanced network platform for Fluidyn — enabling secure application delivery for remote research in computational fluid dynamics. First entrepreneurial venture, straight out of college.
National Aerospace Laboratories (NAL)
Trainee Engineer
Contributed to code development and performance optimisation for India's Flosolver supercomputer project — one of the first parallel supercomputers developed in India, used for aerospace computational fluid dynamics.
How I can help
AI Agent Design
Architecture through deployment for multi-agent workflows
Python Automation
Pipelines, QA frameworks, CI/CD
AI Strategy Review
Architecture reviews for CTOs and tech leads
Fractional AI Architect
Senior AI thinking, flexible engagement
Available for consulting & opportunities
Limited engagements per quarter · Free 30-min discovery call
