AJMAL.S — PORTFOLIO '26
BLR · IST · 2026

Ajmal.

LOADING·000%·RUST
SHIP IT

Ajmal,
builds
products.

Independent operator at the seam of AI, payments infrastructure, and consumer product. Six shipping systems, one documented kill, and a habit of preferring evidence over decks.

Currently
Product · Zwitch.io
Building MCP infra for fintech agents
02 / About

A practitioner, not a theorist.

I build at the intersection of AI, payments, and consumer product. Currently in Product at Zwitch.io, where I worked with the team on the MCP server that exposes payment primitives to AI agents — infrastructure that didn't exist a year ago and now does. Came up through BD before that.

Before that I built a Rust web crawler with RDAP that scores merchant risk during onboarding from domain age, registrar, hosting, and content signals. It runs in production. Before that I built an internal RAG over our API specs so support engineers don't have to ctrl-F docs at 11pm.

On the side I shipped Split AI — an India-first group expense app with UPI deeplink settlement and a WhatsApp growth loop. I also closed Silent Capital, a 3,000-line Python YouTube engine, when the distribution thesis collapsed. The postmortem is public. Killing things well matters as much as launching them.

03 / Selected work

Seven systems. Six live, one killed.

04 / Showcase

Visual field notes.

05 / Capabilities

What I actually do.

01 · Product
Discovery, shipping, and the discipline to kill what doesn't work.
02 · AI Systems
MCP servers, agent tooling, RAG over messy internal docs.
03 · Distribution
Pipeline, contracts, and the BD reps that fund the building.
04 · Engineering
TS · Rust · Python
05 · Postmortems
In writing.
06 · Operating principle
Evidence over decks. Reps over plans. Killing well matters as much as launching.
06 / Writing

Field notes & postmortems.

a.
07 / Contact

Let's build
something
that ships.

ajmalaju318@gmail.com
Channels
LinkedIn ↗GitHub · Work ↗GitHub · Personal ↗
Index
AboutWorkWriting
Status
Available · Q3
Bangalore, IST
© 2026 Ajmal S.
Designed & built
in vermillion & ink