CAPABILITY 03

AI & Machine Learning

We bridge production software with advanced AI models. Our team builds Retrieval-Augmented Generation (RAG) pipelines over proprietary vector databases, fine-tunes specialized domain models (e.g. legal, relationship wellbeing), and integrates speech-to-text and predictive analytics.

Core AI Engineering: RAG pipelines, fine-tuned models & conversational AI

Technologies & Frameworks

Python
Qdrant
Claude 3.5 Sonnet
OpenAI API
PyTorch
FastAPI
LangChain

Need a custom solution in this domain?

We scope and deliver production-grade systems in 4–6 weeks.

What's included

What you get withAI & Machine Learning

Answers grounded in your own documents via vector search, not the model's general training data every response traces back to a source.
How we work

From kickoff to production in four steps

Discover

A discovery sprint to scope the problem, audit existing systems, and agree on the metric that defines success.

Design

Architecture, data models, and UI/UX decisions made before code so the build sprint has no open questions.

Build

A focused build sprint shipping working software in weekly increments, not one opaque delivery at the end.

Ship

A supervised rollout with your team, plus monitoring and drift checks so day one in production isn't a leap of faith.

PORTFOLIO SHOWCASE

Live Projects Built Under AI & Machine Learning

4 production applications shipped for clients worldwide.

Relatable: For Couples
WELLBEING · AI

Relatable: For Couples

Relatable helps couples navigate conflicts in a calm and constructive way using guided prompts, timers, and AI insights. Partners can share perspectives, understand each other better, and validate feelings to grow happier together.

React Native
Firebase
Reanimated
Node.js
MongoDB
AI Integration
OAuth
2nd Place Winner The Migrant Accelerator Competition
ULegal AI
LEGAL · AI

ULegal AI

ULegal AI bridges precision and efficiency for legal teams. Powered by Claude 3.5 Sonnet over a Qdrant vector store of US case law, it reads contracts, translates legal jargon, and speeds up recurring legal workflows.

React Native
Firebase
Reanimated
Python
PostgreSQL
AI Integration
OAuth
In-App Purchases
Stripe
~5k Downloads
PocketWatch
MANUFACTURING

PocketWatch

PocketWatch provides plant-floor personnel with process visualization for SPC (Statistical Process Control) and OEE (Overall Equipment Efficiency). It connects manual inspection stations, line-side PCs, and PLCs into a cloud platform.

React Native
Firebase
Reanimated
Python
PostgreSQL
AI Integration
NativeWind
OAuth
Real-time SPC & OEE monitoring that replaced manual spreadsheet tracking on the plant floor
Popup.lol
SMART RETAIL

Popup.lol

Popup.lol connects physical smart stands and NFC stickers directly to interactive digital touchpoints. Venues use Popup to collect Google reviews, host contactless menus, take online bookings, and deploy 24/7 AI assistants.

React.js
Vite
Next.js
React Native Expo
FastAPI
15k+ downloads across connected storefront & POS apps
RELATED SOLUTIONS

Where AI & Machine Learning shows up in a solution

RELATED ARTICLES

Engineering notes on AI & Machine Learning

Let's scope your first AI workflow

A 30-minute call, a shortlist of automations, and an honest estimate of what they're worth.