I started in marketplace operations resolving seller escalations, and worked my way into owning enterprise technical delivery for platforms processing billions in GMV. The through-line is the same: find where the process is leaking, and close it.

Experience

  1. 06/2026 — PresentBounteous IndiaPune (Remote)

    Program Management Consultant

    Transitioned with the Knitwell Group commerce platform from fabric to Bounteous to lead post-migration delivery and stabilization.

  2. 12/2020 — 06/2026fabric IndiaPune (Remote)

    Technical Program Manager II — Customer Delivery

    US-based SaaS company building commerce, OMS, and AI solutions for enterprise clients. Promoted from a production-focused delivery role to TPM II.

  3. 11/2018 — 05/2020FlipkartBengaluru (On-site)

    Project Specialist

    One of India’s largest e-commerce marketplaces.

  4. 10/2017 — 11/2018Aegis IndiaBengaluru (On-site)

    Operations Executive

    Staffing partner, deployed to Flipkart marketplace operations.

Client programs at fabric

Enterprise commerce brands I supported as part of fabric’s customer delivery team, across retail, wholesale, and DTC.

Apparel & fashion

  • Knitwell GroupChico’s · Soma · White House Black Market

Home, furniture & building

  • abc carpet & home
  • NBF Furniture
  • BuildDirect
  • BBQ Guys

Health & wellness

  • GNC
  • Bodybuilding.com

Specialty & digital commerce

  • PNI Media
  • EnableAll

and more

Track record

The programs that didn't get their own case study, and what came out of them.

Bounteous2026

Built a 5-tier incident escalation framework in xMatters, defining on-call coverage and escalation paths with engineering and operations.

SLA compliance moved from 75% to 100%, zero breaches

fabric2020–2026

Established release process and accountability governance across 40+ production and sandbox environments processing 1B+ API transactions.

MTTR cut 70%, enterprise SLAs protected

fabric2020–2026

Ran a Root Cause Analysis and Correction-of-Error program with engineering teams.

90% cut in repeat severity incidents

fabric2020–2026

Automated 7+ operational workflows across engineering teams.

~110 hours saved per week in manual ticket handling

fabric2020–2026

Managed an 11-person technical operations team, including hiring interviews and onboarding.

93%+ sustained CSAT score

fabric2020–2026

Spearheaded vertical and category mapping across 500+ domains for an early-access AI product, building the taxonomy it needed to surface client catalogs in AI answer engines.

Taxonomy foundation for 500+ domains

Flipkart2018–2020

Tuned catalog structure and search relevance for Flipkart Supermart.

20% better autosuggestion click-through accuracy, 50% lift in search engagement

Flipkart2018–2020

Managed data taxonomy and catalog governance for 300+ daily SKUs.

15% reduction in seller defect and complaint rate

Aegis / Flipkart ops2017–2018

Rebuilt merchant onboarding documentation and CRM workflows, and built Excel-based KPI dashboards.

45% faster onboarding, 30% efficiency gain

Want the full detail?

Pune, Maharashtra, India. Open to hybrid (Pune) & remote (India).