Varun Cumbamangalam

Engineer. Architect.Full-stack problem solver.

I build connected products from the device up: embedded hardware, firmware, edge ML, mobile apps, and cloud infrastructure. I have spent seven years working across healthcare, wearables, and fitness tech in four countries.

Close to the hardware

Sensors, firmware, BLE, and edge compute built for the physical world.

AI under real constraints

Models shaped around latency, devices, users, and deployment.

Across the full stack

Mobile apps, APIs, cloud systems, and the data paths between them.

From prototype to production

Engineering decisions that turn early ideas into dependable products.

Product reel

Products I designed, built and shipped.

VakeelOS dashboard
VakeelOS mobile app
India-firstWorkflow & residency

Shipped for

VakeelOS
ArogyaSync
ArogyaLens
OraScan
Oralens Healthcare
LuxySmile
FactoryOS
Nuvé Infra
Nuvé
Swadhika Studios
AVP & Sathyam Builders
Watcherr
Renovatio Systems
AeroStrovillos
University of Utah

Selected projects

View all
VakeelOS visual

01 · Backend · Frontend · AI/ML

VakeelOS

Legal practice software for Indian advocates, with court workflows and AI-assisted drafting.

India-first Workflow & Residency

Case study
ArogyaLens visual

02 · Backend · Frontend · Mobile

ArogyaLens

One multilingual platform for patients, doctors, and hospital teams.

13 Languages Supported

Case study
ArogyaSync Platform visual

03 · Backend · Mobile · Frontend

ArogyaSync Platform

Clinical data sync from bedside vitals to an audit trail.

99.9% API Uptime

Case study
On-Device Activity Recognition visual

04 · AI/ML · Hardware

On-Device Activity Recognition

On-device activity classification on a 64 KB RAM wristband.

23+ Model Iterations

Case study

What I build

From the first sketch to production, across hardware, apps and the cloud.

Brand & Identity

Marks, palettes and design systems that carry across product, site and pitch.

VakeelOS
ArogyaSync
ArogyaLens
FactoryOS
Nuvé Infra
LuxySmile
Swadhika Studios
LoadCell
OraScan
Watchdog
AVP & Sathyam Builders
Nuvé

Websites

Fast, animated marketing sites that are live and earning enquiries. Pick one to see it scroll.

Mobile Apps

Flutter and native Android apps, offline-first, with BLE where the hardware needs it.

VakeelOS app
ArogyaLens app
ArogyaSync app
OraScan H app

IoT & Hardware

Devices, firmware and the sensors in between, from breath analysers to wristbands.

OraScan H
OraScan H

AI & ML

Models trained, quantised and shipped to kiosks, phones and microcontrollers.

94.7%OraScan accuracy
EfficientNet-B0ONNX INT8TFLiteEdge ImpulseAzure OpenAI

Cloud & DevOps

Multi-cloud platforms with monitoring, fail-closed releases and cost control.

Watchdog multi-cloud control plane
AWS Azure GCP
Engineering philosophy

How I use AI in the build

AI tools are not shortcuts. I use them to prototype architectures, test edge cases, and explore options early. I still make the design calls and own the production code. That applies whether I am training disease detection models or building autonomous agents.

ArchitectIntegratorProblem SolverCo-Founder
Python
Go
TypeScript
React
Next.js
Flutter
Node.js
FastAPI
PyTorch
ONNX
OpenCV
AWS
Docker
PostgreSQL
MySQL
Firebase
Raspberry Pi
Tailwind
Framer
Vite
C++
PHP
Python
Go
TypeScript
React
Next.js
Flutter
Node.js
FastAPI
PyTorch
ONNX
OpenCV
AWS
Docker
PostgreSQL
MySQL
Firebase
Raspberry Pi
Tailwind
Framer
Vite
C++
PHP