Headline

Transitioning PM | AI/ML & B2B SaaS | Led product discovery for 200M-record migration | 4 years @ ZopSmart

About

I'm a product manager in transition — with 4 years of hands-on PM work embedded inside an engineering title. At ZopSmart, I owned the product roadmap and end-to-end discovery for two of the company's highest-stakes initiatives: a 200M+ customer record data migration for Kroger (zero-rollback, 99% integrity), and a cross-company merger evaluation that went to the Board of Directors. Neither started as a PM brief. I turned both into structured discovery cycles — defining acceptance criteria, aligning Legal, Engineering, and Product across 3 stakeholder groups, and translating ambiguous technical constraints into prioritized decisions. That's the work I want to do full-time. I'm building toward PM roles in AI/ML products and enterprise SaaS. I've deepened my PM craft independently — I've shipped a PRD and pitch deck for SentinelAI, an AI Governance and Orchestration concept with a live Claude API demo, personas, OKRs, GTM strategy, and roadmap. What I bring that most PMs don't: I can read the code, design the system, and still run the user research. I close the gap between what engineering says is possible and what users actually need. Open to PM, APM, and Technical PM roles in Bengaluru/Hyderabad/Pune — especially teams building AI-native products or working in B2B SaaS infrastructure.

Location

Bengaluru

AI stack

gemini

lovable

Supabase

Work experience

SDE-2 at ZopSmart, Apr 2024 - Jan 2026 · 1 yr 10 mos, - Owned product discovery and go/no-go recommendation for a cross-company merger involving 4 legacy systems; synthesized technical constraints and aligned Legal, Engineering, and Product across 3 stakeholder groups to meet US regulatory compliance — outcome presented directly to the Board of Directors. - Defined the product vision, acceptance criteria, and anomaly detection spec for a 200M+ customer record migration for Kroger; drove zero-rollback production cutover with 99% data integrity across the full pipeline. - Identified release velocity bottlenecks through data analysis and led cross-functional execution to automate CI/CD pipelines, reducing sprint cycle times for global feature delivery. - Translated ambiguous engineering problems into a prioritized roadmap for AI-driven internal automation — scoping high-impact use cases for anomaly detection and improving data quality monitoring at scale.

SDE-1 at ZopSmart, Jun 2022 - Mar 2024 · 1 yr 10 mos, - Managed end-to-end lifecycle of a subscription beneficiary system and automated document-access service — from requirements definition through launch, including cross-team API contract standardization. - Drove observability framework adoption across microservices, reducing cross-team debugging overhead and improving system reliability at scale. - Established CI/CD pipelines with 97% test coverage and integrated vulnerability scanning (Snyk), cutting manual QA overhead and strengthening security posture.

Executive Member at Electrical Engineering Society ,NIT SILCHAR, Aug 2019 - May 2020 · 10 mos, Silchar, Assam, India, • Orchestrated engaging events and workshops, fostering collaboration between faculty and students. • Collaborated with the executive board to define the yearly roadmap for technical initiatives. • Authored and managed newsletters and promotional materials, simplifying complex technical concepts for diverse audiences.

Educator at Unacademy, Jan 2019 - Mar 2019 · 3 mos, I had taught basic level Mathematics and Science for CTET and State TETs.

Education

B.tech, Electrical Engineering, National Institute of Technology Silchar