Skip to content

AI product builder · Mobile first

I build AI-powered mobile products and ship the whole thing.

Native iOS and Android, React Native, Node/TypeScript backends and the AI features inside them. Thirteen years of mobile engineering, now spent taking products from a brief to the App Store and Google Play, then running them.

  • 13+ years engineering
  • 50M+ user consumer platform
  • Products shipped solo on both stores
  • AI coding agents, daily
13+
years shipping mobile software
50M+
users on one consumer platform
2
products shipped solo, both stores
3+
partner apps on one SDK

Shipped products

Two products, live on both stores, built by one person.

Product, design, apps, backend, store releases and operations. Tap through the screens, then read how each was built.

Meal42 home screen with the Create Recipe Magic button and recent recipes
Meal42 recipe detail for Kulfi Faluda Fusion with prep time, servings and dietary tags
Meal42 cooking statistics screen
Meal42 app icon

Meal42

AI recipes from what is already in your kitchen.

Photograph your ingredients or describe them, and Meal42 generates a recipe that fits your diet, cuisine and time. Designed, built, shipped and operated by one person.

  • iOS + Android
  • 5 months to both stores
  • 12 languages
  • React Native
  • Node/TypeScript
  • Cloud Functions
  • Firestore
  • Gemini
  • RevenueCat
MoteCraft aurora world: curtains of colour drawn across a dark sky
MoteCraft nebula world: swirling gas clouds stirred by touch
MoteCraft acrylic pour world: flowing paint cells
MoteCraft app icon

MoteCraft

A thousand living worlds you touch.

Mandalas that bloom, light you can draw, nebulas you can stir. Every world is hand-built in native code with GPU shaders, so it reacts the instant a finger lands. Native iOS and native Android, from one engineer.

  • iOS + Android, both native
  • 1,000+ worlds, 200+ free
  • No ads, multi-touch
  • Swift
  • SwiftUI
  • Metal
  • Kotlin
  • Jetpack Compose
  • OpenGL ES
  • Firestore

What I build

Three things, done properly, by one person.

Most products need all three. I have shipped each of them in production and prefer to own the seams between them.

AI-powered product features

LLM features that survive contact with real users, not just the demo.

  • Structured outputs with validation and retries
  • Fallbacks and cost caps on every call
  • Validated against real inputs before release

Native mobile and React Native

Swift and Kotlin when the product needs native depth, React Native when one codebase is the right call.

  • Thirteen years of iOS, Objective-C to SwiftUI
  • Kotlin for Android, React Native for shared UI
  • Performance, stability and release hygiene at scale

Full-stack ownership

Everything around the app that makes it a product, owned end to end.

  • Node/TypeScript backends on Google Cloud and Firebase
  • Admin tools, payments, push, analytics
  • Store releases, monitoring and operations

How I work

A short loop, repeated until it is live.

The same four steps whether it is a feature inside a 50M+ user app or a new product from a one-page brief.

  1. Step 1

    Scope the first version

    Users, the version worth shipping, what we cut, and the success metric. Written down before code.

  2. Step 2

    Weekly builds

    A TestFlight or Play internal build every week. Progress you can tap, not status reports.

  3. Step 3

    Agents, reviewed

    AI agents scaffold, test and refactor under skill files and hooks I write. Every change reviewed before it ships.

  4. Step 4

    Ship, then operate

    Store submission on an agreed date, then monitoring, incidents and a handover the next engineer can read.

Portrait of Minhaz Panara
Best Employee of the Year2024 · client engagement

About

Engineer by training, product builder by habit.

I have spent thirteen years building mobile software: native iOS from Objective-C to SwiftUI, Android in Kotlin, and React Native where one codebase is the right call. For the last four of those I have led a team of 8+ engineers on a consumer platform used by more than 50 million people, where crash rates, release discipline and performance are the job.

Alongside that, I design and ship complete products on my own: the apps, the Node/TypeScript backend, the admin tools, the AI features, the store releases and the operations afterwards. AI coding agents are part of how I work every day, under skill files and hooks I write, with every change reviewed before it ships.

I write about what I build, break and learn, and I work with teams anywhere.

  • Swift · Kotlin · React Native
  • LLM features in production
  • Backend, releases, operations
  • Ahmedabad, India

Selected work

Case studies, by the problem solved.

Client names stay out where contracts ask for it. The problems, decisions and outcomes are all real.

Platform

SDK adopted by 3+ partner apps

Modular enterprise iOS SDKs for healthcare and fintech clients: OAuth2, secure REST integrations and automated CocoaPods and Swift Package distribution pipelines.

SwiftSDK designCocoaPodsSPMOAuth2

Healthcare

Real-time patient queue management

Queue management for healthcare facilities with live updates, deep linking and push notifications, built on Firebase.

SwiftFirebasePush notificationsDeep linking

Experience

Thirteen years, five teams, one habit: ship it properly.

Hands-on the whole way. Leading when the team needed it, building when the product did.

  1. Senior Software Engineer – iOS

    Consulting (client under NDA)

    Dec 2021 – Present

    Leading a team of 8+ engineers on a large-scale consumer app with millions of daily active users on iOS and Apple TV, serving 50M+ users globally. Modular architecture, coding standards and the release pipeline.

    • Substantially improved application resilience, reducing crash rates through profiling and optimization
    • Architected modular systems using VIPER/Clean Architecture, significantly reducing onboarding time
    • Established automated UI/unit tests and CI quality gates, reducing production regressions
    • Owned end-to-end release pipelines with Fastlane and CI/CD for zero-downtime deployments
  2. Tech Lead – iOS

    eInfochips

    Jan 2019 – Dec 2021

    Enterprise iOS SDKs for healthcare and fintech clients. Scalable APIs and modular SDKs adopted by 3+ partner apps, with OAuth2 and secure RESTful integrations.

    • Built enterprise iOS SDKs adopted by 3+ partner applications
    • Implemented OAuth2 and secure RESTful integrations with automated distribution pipelines
    • Improved team release velocity by 20% through architecture decisions and automation
    • Facilitated agile processes, sprint planning, and cross-team stakeholder collaboration
  3. Sr. Mobile Engineer – iOS

    Aubergine Solutions

    Sep 2016 – Jan 2019

    Fitness app with BLE device integrations and an offline-first architecture for real-time analytics. Performance optimization and state management.

    • Reduced app startup time by 35% and memory footprint by 20% through optimization
    • Implemented BLE device integration improving user retention by 15%
    • Introduced Redux-based state management for unified cross-platform data flow
    • Built offline-first architecture with real-time analytics dashboards
  4. iOS Developer

    Azoi Mobile Technologies

    Sep 2014 – Aug 2016

    Body-vitals monitoring app integrating ECG, SpO2 and temperature sensors via BLE. Sensor validation modules and real-time data visualization.

    • Developed real-time ECG graph rendering via data feed from a BLE medical device
    • Increased device compatibility by 15% through sensor validation modules
    • Implemented OTA updates and automated UI/unit test suites following Apple HIG
    • Built multi-sensor BLE integrations for healthcare IoT devices
  5. iOS Developer

    iMobDev Technologies

    Jul 2012 – Sep 2014

    Delivered 10+ consumer iOS apps and games with profiling, memory analysis and optimization.

    • Delivered 10+ consumer iOS applications and games
    • Improved client delivery timelines by 20% through proactive bug resolution
    • Implemented memory profiling and optimization techniques
    • Established best practices for iOS development and testing

Skills

The toolkit, grouped by what it is for.

Depth in mobile, working fluency everywhere else a product needs it.

Mobile

  • Swift
  • SwiftUI
  • UIKit
  • Objective-C
  • Kotlin
  • React Native
  • Combine
  • Core Data
  • CoreBluetooth / BLE
  • HealthKit
  • ARKit
  • AVFoundation
  • StoreKit
  • Core ML

AI & LLM

  • Claude, OpenAI and Gemini APIs
  • Structured outputs & validation
  • Retries, fallbacks, cost caps
  • Validation against real inputs
  • Image understanding
  • On-device ML
  • AI coding agents (skills, hooks)

Full-stack

  • Node.js
  • TypeScript
  • Next.js / React
  • Firebase (Auth, Firestore, Functions)
  • Google Cloud
  • AWS (working knowledge)
  • PostgreSQL
  • REST APIs
  • Admin tools
  • Payments & in-app purchases

Reliability & release

  • Xcode Instruments
  • Crash analytics
  • Automated UI / unit tests
  • CI/CD
  • Fastlane
  • TestFlight & phased rollout
  • Monitoring
  • Git
  • Jira
  • Figma

Contact

Have a product to ship? Let's talk.

A brief, a prototype or a team that needs a senior pair of hands. Email is fastest; I reply within a day.

Ahmedabad, India · working with teams worldwide