Work As Designed
kiran@wismoline.com
BACKEND SYSTEMS AND AGENTIC AI  ·  KOCHI, INDIA

Systems that behave. Even on the bad days.

I'm Kiran. Twenty years building things that can't fall over — MRI scanners at Philips, cloud services at Oracle, robots since 2022.

Get in touch
BACKGROUND

Scanners, cloud, robots.

2022 — NOW
Formant · Backend Engineer

Backend of a Series A physical-AI platform: robotics telemetry, analytics pipelines, agentic AI with MCP and RAG, and enterprise integrations.

2016 — 2022
Oracle · Senior Principal Applications Engineer

Cloud-native microservices for Oracle Service Cloud.

2007 — 2016
Philips HealthTech · Software Architect

Core scan definition, execution and reconstruction services in MRI scanners.

2005 — 2007
NeST · Software Engineer

Middleware for data acquisition on ultrasound scanners.

The stack keeps changing. C++ then, Java and Kafka after, Node and Python and agents now. The judgment carries over. The syntax doesn't.

AI AND AGENTS
Agentic systems · MCP · RAG · Knowledge graphs · Evals and guardrails
BACKEND
Node.js · Python · Java · C++ · Kafka · Microservices · APIs and SSO
DATA AND PLATFORM
PostgreSQL · Snowflake · ClickHouse · Kubernetes · Docker · AWS · Azure
RECENT WORK

“Where is my order?” — asked a thousand times a day. Answered once, properly.

WismoLine is a WhatsApp support agent for Shopify merchants. It reads fulfilment and courier tracking together, handles the common delivery problems, and hands the rest to Freshdesk with the history attached.

Built end to end, including the WhatsApp Business API setup and merchant onboarding through Meta.

wismoline.com →
Agent orchestration with a bounded step budget
Multi-tenant routing — one webhook, credentials per merchant
Integrations: Shopify, Shiprocket, Freshdesk, Twilio
Merchant onboarding through Meta business verification
TYPESCRIPT · NEXT.JS · CLAUDE · SUPABASE · TWILIO
WAYS TO WORK TOGETHER

Three shapes of work.

01  /  2–3 WEEKS

Measure twice

Architecture review. I read your plan, or the system you already have, and write down what I'd worry about and the order I'd build in.

  • Agent and tool design
  • Retrieval strategy
  • Latency, cost and failure modes
$4,000 – $6,000
02  /  6–12 WEEKS

Cut once

Build. A defined piece of work, priced before we start. Built, documented, handed over.

  • Agent orchestration and tool calling
  • MCP and third-party integrations
  • Evals, guardrails, step budgets
from $15,000
03  /  ONGOING

Keep it true

Part-time engineering. Two days a week alongside your team — architecture, reviews, and hands-on work where it helps.

  • Architecture and design decisions
  • Code review
  • Incident investigation
from $8,000 / month

Tell me what isn't behaving.

Happy to talk it through, whether or not it becomes a project.

kiran@wismoline.com
BASED IN
Kochi, Kerala, India
TIME ZONES
US, Europe, India
AVAILABILITY
Taking on new work