AMIT KALE / TECHNICAL ARCHITECT

Real-world complexity.
Well-built software.

I turn location data, cloud services and mobile experiences into platforms people can depend on.

Hands-on architect. Product thinker. Perpetual tinkerer.
Based in Mumbai. Building across borders.

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19.0760° N · 72.8777° EAmit Kale in a red hoodie
human behind the architectureamit.kale
// FROM CONCEPT TO PRODUCTIONCloud platforms / Location technology / Applied AI↓
01 / THE APPROACH

Good architecture earns its keep
in the real world.

Unreliable GPS. Interrupted imports. Evolving operating systems. My work lives where clean diagrams meet messy reality. I connect product thinking with hands-on engineering, from the first design decision to the production fix.

Battery-conscious SDKsRecoverable systemsAPIs developers enjoy
02 / SELECTED WORK

Built for the edge cases.

A few systems I’ve helped shape
at Woosmap and Web Geo Services.

02 — CLOUD & DATA

Data that keeps moving.

Designed and owned a multi-business POI import pipeline and configuration service. Incremental processing, strict validation, isolated failures and crash recovery keep international location datasets useful.

PythonFastAPIRedisAWS
03 — AI & TOOLING

AI with a connection to reality.

Connected a Bedrock conversational assistant to live location and transit services. Expanded the Woosmap MCP server with route, toll and distance-matrix tools, refining schemas and responses for efficient use.

Amazon BedrockMCPLambda
Explore the MCP server ↗
04 — GEOSPATIAL PLATFORMS

Making complex places navigable.

Helped build the Indoor API: routing profiles, multi-building venue models, search and wayfinding. Brought positioning, maps and spoken directions together in the Android demo app, alongside tooling for Apple IMDF packages.

PostGISpgRoutingAndroidIndoor maps
03 / THE PERSON & THE PATH

Architecture in mind.
Engineer at heart.

I’ve spent more than two decades building software, leading engineering teams and translating business problems into working products.

My path runs from enterprise applications and the Zoomin mobile app to indoor navigation, cloud platforms and location-aware AI. I work with teams across Europe, the US and APAC.

Off the clock? Still tinkering. Lately, an Android Auto app for my own car. Some habits follow you everywhere.

More of the story on LinkedIn ↗
2022 — PRESENT

Woosmap / Web Geo Services

Senior Software Engineer

Location platforms, SDK ownership, cloud services and AI integrations.
2015 — 2021

Intripper

Head of Product & Engineering

Product architecture, indoor positioning and end-to-end platform delivery.
2004 — 2015

Sang Infotech

Technical Architecture & Team Leadership

Mobile products, enterprise applications and distributed engineering teams.
ALONG THE WAY

Technical Advisor · SSSPL

2018 — 2019

AWS service selection and migration from on-premises infrastructure.
04 / THE TOOLBOX

Mobile & location

Kotlin · Java · Android · Flutter · React Native · BLE · MapLibre

Backend & geospatial

Python · FastAPI · PostgreSQL · PostGIS · pgRouting · Redis

Cloud & intelligence

AWS · Lambda · API Gateway · Amazon Bedrock · MCP

Delivery & quality

GitHub Actions · Automated testing · SonarCloud · Ruff · mypy

NEXT CONVERSATION

Have a complex problem?
Let’s make sense of it.

Location technology, platform architecture or getting AI into production.
I’m always happy to compare notes.

amit@portfolio:~

$ cat engineering-philosophy.txt

Understand the problem.
Build for the failure mode.
Leave the next engineer a map.

$ echo "hello, world"_

Start a conversation ↗