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My Work

A selection of projects that showcase my approach to product development and problem-solving.

AI-Powered Scan & Go Platform

The Challenge

Checkout lines were creating a bottleneck for customers, slowing down sales and impacting shopper satisfaction across hundreds of stores.

Strategic Solution

We built a mobile scanning app that lets customers skip the line entirely, then rolled it out using a phased approach across several countries.

Key Outcomes & Impact

60% faster checkout | Scaled to 9 countries in 12 months | 61 NPS score

React NativeFirebaseComputer VisionReal-time APIs

FacePay — Biometric Payments

The Challenge

Standard payments still had too much friction at peak hours, and we wanted a way to make the checkout process even faster.

Strategic Solution

I handled the full project from the business case to launch — integrating face verification into our payments system while ensuring privacy compliance.

Key Outcomes & Impact

Region's first biometric payment launch | 99.9% accuracy | Sub-3-second checkout time

Biometric APIsComputer VisionPayments IntegrationEdge AI

Carrefour City+ — Autonomous Store

The Challenge

The business needed to prove we could run a store with zero manual checkout for a truly frictionless customer experience.

Strategic Solution

We delivered an autonomous store concept from start to finish, using computer vision and AI sensors so customers can just pick up items and walk out.

Key Outcomes & Impact

First autonomous store in the region | 99.9% product recognition | Successful proof of concept

Computer VisionEdge AISensor FusionBiometric APIs

Enterprise Store Management Suite

The Challenge

Store managers lacked real-time data to run their daily operations effectively across 15 different countries.

Strategic Solution

We built a mobile app that gave them live analytics and automated workflows, replacing slow, manual tasks with data-driven tools.

Key Outcomes & Impact

Deployed to 400+ stores | 4.67/5 CSAT | 40% reduction in manual tasks

React NativeNode.jsBigQueryRole-based Security

AI Business Intelligence Chatbot

The Challenge

Teams were spending too much time trying to pull data from different dashboards to answer simple business questions.

Strategic Solution

Built an AI agent that lets anyone ask questions in plain English and get real-time answers from our live data.

Key Outcomes & Impact

Turned hours of work into seconds | Self-serve analytics adopted across the company

OpenAI APIsBigQueryLooker StudioPython

Automated Planning & Prioritization

The Challenge

Quarterly planning used to take weeks of manual effort, leading to delays and debates over what to build next.

Strategic Solution

Built an AI tool that automatically scores initiatives based on feedback and impact, helping us set clearer roadmaps faster.

Key Outcomes & Impact

Planning time reduced by 70% | Delivery speed improved by 35% | Data-backed decisions

Claude CodePythonAgent TriggersAutomation Workflows

API Performance & Observability

The Challenge

We were finding out about system issues from customer reports instead of catching them ourselves first.

Strategic Solution

Set up automated monitoring that flags anomalies early and alerts the team before they impact the user experience.

Key Outcomes & Impact

Proactive fixes for all critical services | Faster resolution times | Real-time health dashboard

Node.jsClaude CodeDynatraceOpsGenieGCP

Personal Projects

Side builds where I experiment end-to-end — product, design, and engineering — using modern AI tooling.

EverRun

Live on App Store

Training platform for runners and endurance athletes — live on the App Store

A consumer running app that turns Apple Health workout history into a coach. Fitness & Freshness (CTL/ATL/TSB) training-load modelling, heart-rate and power zone analysis, power curves, automatic personal-best detection, 5K–marathon race-time prediction, and adaptive 5K/10K/half/marathon training plans. Coach Vera, the in-app AI coach, runs on Apple Foundation Models on-device, so insights work offline and training data never leaves the phone.

Solo build — product strategy, design, engineering, App Store launch, and release cadence (v1.0 → v2.0.2).

  • Shipped to the App Store and iterated through 8 public releases in under a year
  • Free to use, with a subscription tier — full consumer loop from acquisition to retention
  • iPhone, iPad, Mac (M1+) and Apple Vision from one codebase
Swift / SwiftUIApple HealthKitApple Foundation ModelsReactTypeScriptSupabase

World Quest for Kids

Live

Geography adventure app for kids 3–12

Educational web app where kids explore 195 countries through stories, quizzes, interactive maps, and collectible passport stamps. Built to be safe, fun, and screen-time-friendly.

Solo build — product, design, and engineering.

  • 195 countries of content, quizzes and collectible passport stamps
  • Designed around safe, ad-free, screen-time-friendly sessions for ages 3–12
ReactTypeScriptTailwindSupabaseInteractive Maps

Recent GitHub activity

Daily contributions across personal builds and experiments.

@saambha

Awards & Recognition

🏆

CEO Innovation Award

Majid Al Futtaim

2022

Top Talent Recognition

Majid Al Futtaim

2021-2023

🚀

Carrefour Digital Hackathon Winner

Majid Al Futtaim

2018