Anjali Vashisth
Product Lead · Singapore

I build production AI that makes structured decisions in regulated commerce.

Engineer-turned-PM with 13 years of experience across cross-border commerce and banking infrastructure. I'm drawn to the problems where getting it right matters most.

Impact at a glance

Numbers from shipped work

Every figure below comes from production launches at Swap, commercetools, and OCBC, not prototypes.

+40%
Duty/tax accuracy from LLM-assisted HS classification
~60%
Reduction in manual SKU review
$286M+
Annual GMV surface area owned at Swap
13 yrs
6+ years in product, 7 years shipping code as an engineer
My Journey so far

AI product manager, engineering as the edge

I'm a product leader building AI-native commerce in regulated environments. I spent about seven years shipping code at Dell, Kronos, and EPAM before moving into product, and that background still shows up in how I work: I'm comfortable in architecture reviews and API specs, and I treat technical depth as a product tool, not a side skill.

Today I lead the cross-border infrastructure stack at Swap, owning pricing, checkout, duties and tax, customs, and HS classification across a team of 17. Over the past year I've pushed LLMs deeper into our workflows, with a focus on production reliability rather than demos.

Before Swap, I led Developer Experience at commercetools and owned Connect2OCBC, OCBC's open-banking API sandbox, where we moved the bank's InnoPay ranking from Quadrant 3 to Quadrant 4.

The work I want next is AI-augmented products in regulated or operationally complex domains, where the cost of being wrong is high and the upside of being right is substantial. I write about this on Medium ↗.

  • Lead Product Manager, Cross-border Commerce
    Swap Commerce
    2025 – Present · Singapore
  • Lead Product Manager, Developer Experience
    commercetools pte Ltd.
    2022 – 2025 · Singapore
  • Product Manager (AVP), Open Banking API
    OCBC Bank
    2021 – 2022 · Singapore
  • Software Engineer (DBS Credit Risk)
    EPAM Systems
    2019 – 2021 · Singapore
  • Lead / Senior Software Engineer
    Kronos
    2015 – 2019 · India
  • Software Engineer
    Dell International Services
    2013 – 2015 · India
Selected work

Things I've shipped or I'm working on

A snapshot. The full set, across commerce, AI, banking, and developer experience, lives on the work page.

Capabilities

What I bring to the table

Product Strategy Cross-functional Leadership Stakeholder Management Roadmap & Prioritization User Empathy
LLM Workflow Design RAG Pipelines Agentic Workflows AI Evaluation Prompt Engineering Java TypeScript Angular Microservices SQL / PostgreSQL
Cross-border Commerce Duties & Tax / Customs HS Classification / Regulated Compliance Banking & Open Banking APIs Developer Experience
Contact

Let's build AI products that work in the real world

I'm open to Senior IC PM and Product Lead roles, on-site, hybrid, or remote. Always up for a conversation about cross-border infrastructure, AI in regulated domains, or Technical product leadership.