Agile delivery proof across commerce, apps, and AI / ML

Work that delivers measurable outcomes

Case studies across AI-powered e-commerce, mobile apps, AI/ML systems, and web applications, delivered through agile sprints with clear milestones, visible progress, and real outcomes.

Team collaborating around a laptop in a modern office
AI/ML

Enterprise Knowledge Copilot

9 weeks
Challenge

A support organization was losing time and trust because answers were spread across SOPs, ticket histories, and policy documents.

Build

Production RAG platform with role-based access, grounded citations, evaluation harnesses, fallback retrieval, and human feedback loops built into daily support workflows.

Outcome

68% faster resolution time, 99.1% citation precision, and governance-ready audit trails.

Azure OpenAILangChainFastAPIPineconePostgreSQLGrafana
Industrial machinery inside a factory setting
AI/ML

Vision Quality Control Platform

12 weeks
Challenge

A manufacturer needed automated inspection across multiple lines without slowing throughput or relying on manual checks.

Build

Edge-ready computer vision system with real-time inference, review tooling, model versioning, drift checks, and sub-second defect alerting on the line.

Outcome

96.4% defect detection accuracy, 82% faster inspections, and reliable quality alerts in production.

PyTorchYOLOONNX RuntimeFastAPIKafkaGrafana
Analytics and dashboard monitoring on a laptop screen
AI/ML

Demand Forecasting Engine

10 weeks
Challenge

A high-SKU retailer was battling stockouts, overstocks, and slow planning cycles that made replenishment decisions reactive.

Build

Forecasting and replenishment engine with feature pipelines, planner overrides, scenario modeling, automated reorder recommendations, and weekly retraining.

Outcome

31% lower overstock, 22% fewer stockouts, and planning cycles reduced from two days to three hours.

PythonXGBoostdbtAirflowPostgreSQLPower BI
Clean laptop and phone workspace suited for digital commerce platform projects
E-commerce

AI-Powered E-Commerce Platform

10 weeks
Challenge

A retail brand struggling with low conversion rates, poor product discovery, and generic shopping experiences.

Build

Custom Shopify theme with AI product recommendations, semantic search, and personalized shopping experiences powered by ML models.

Outcome

35% increase in conversion rate, 25% higher AOV from AI recommendations.

ShopifyNext.jsPythonOpenAIPineconeGA4
Modern mobile workspace with notebook and connected devices
Mobile

Cross-Platform Delivery App

12 weeks
Challenge

A logistics company needed a real-time delivery tracking app for both drivers and customers across iOS and Android.

Build

React Native app with real-time GPS tracking, push notifications, route optimization, and offline-first architecture.

Outcome

Launched on both app stores with 4.8★ rating, 60% reduction in delivery inquiries.

React NativeNode.jsFirebaseGoogle MapsRedis
Team collaborating around a laptop in a modern office
AI/ML

Internal Knowledge Assistant

6 weeks
Challenge

Support team spending hours searching through documentation to resolve customer tickets.

Build

RAG-based assistant with citations, access control, and integration with existing helpdesk tools.

Outcome

60% reduction in ticket resolution time, 99% citation accuracy.

PythonOpenAIPineconeFastAPILangChain
Customer holding a smartphone in front of a laptop at a polished desk setup
Mobile

Customer Loyalty Mobile App

14 weeks
Challenge

A F&B chain needed a loyalty program app with in-app ordering, rewards tracking, and store locator.

Build

Flutter app with QR-based loyalty system, real-time order tracking, push campaigns, and analytics dashboard.

Outcome

40% increase in repeat purchases, 25K+ downloads in first month.

FlutterFirebaseNode.jsStripePostgreSQL
Analytics and dashboard monitoring on a laptop screen
AI/ML

Predictive Inventory System

8 weeks
Challenge

Retail client losing revenue from stockouts and tying up capital in overstock situations.

Build

ML-powered demand forecasting with time series models, automated reorder triggers, and executive dashboard.

Outcome

30% reduction in overstock, 45% fewer stockout events, $2M+ annual savings.

Pythonscikit-learnTensorFlowFastAPIPostgreSQLReact
Styled overhead shopping workspace with laptop, tablet, and wrapped orders
E-commerce

Headless Commerce for Fashion Brand

8 weeks
Challenge

Fashion brand needing a highly visual, fast storefront that could handle seasonal traffic spikes.

Build

Headless Shopify with Next.js frontend, ISR for instant page loads, and AI-powered size recommendations.

Outcome

40% faster page loads, 20% reduction in size-related returns.

Next.jsShopify Storefront APITailwindVercelPython
Analytics and dashboard monitoring on a laptop screen
Apps

Operations Dashboard

10 weeks
Challenge

Manual reporting causing delays in decision-making across distributed teams.

Build

Real-time dashboard with automated data pipelines, role-based access, and configurable alerts.

Outcome

From weekly to real-time visibility. 10+ hours saved per week per manager.

Next.jsPostgreSQLChart.jsTailwindNode.js
Industrial machinery inside a factory setting
AI/ML

Computer Vision Quality Inspector

10 weeks
Challenge

Manufacturing client needed automated visual inspection to replace manual quality checks on production line.

Build

Custom object detection model trained on defect images with real-time inference pipeline and alerting system.

Outcome

95% defect detection accuracy, 80% reduction in manual inspection time.

PyTorchYOLOFastAPIDockerGrafana
🕐< 24h response📅Flexible scheduling🔒NDA available

Want to see if we're a fit for your project?

We'll discuss your goals, evaluate fit, and give you an honest assessment of what we can build together.

What happens next

130-min discovery call
2Proposal within 48h
3Kickoff in 1 week