Case studies

Eight production systems.
All of them real.

These projects come directly from the founders' work. They show the range of problems we've engaged with — from clinical AI to graph databases to algorithmic trading.

01

Full-Stack Product

DocRAG

Document Intelligence Platform

A full-stack RAG platform that lets teams ask natural language questions about their own documents and get accurate, cited answers.

Enterprise AIDocument Intelligence
FastAPINext.jsMongoDBQdrantPython+1
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02

AI Research

Urdu Character GAN

Generative Model for Handwritten Urdu Script

A GAN trained to synthesize realistic handwritten Urdu characters — addressing a genuine gap in low-resource language tooling.

Generative AINLPUrdu Language Tech
PyTorchFastAPIReactFirebaseDocker
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03

Core Infrastructure

Agent Runtime

Multi-Step AI Agent Infrastructure

A robust agent runtime in Go with real-time WebSocket streaming, persistent state, and structured error recovery — built for embedding into AI-first products.

AI InfrastructureAgent Systems
GoNext.jsPostgreSQLWebSockets
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04

Enterprise Infrastructure

Unified Context Platform

Cloud & DevOps Intelligence via Graph

A graph-based platform representing an entire cloud environment — connecting 20+ tools and giving platform teams a single source of truth.

Cloud Platform EngineeringDevSecOps
GoAmazon NeptuneAWS AppSyncGraphQLLocalStack+2
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05

Full Product Engineering

Forge

Website Builder SaaS

A SaaS platform where users select a template and deploy a live website in minutes — built end-to-end by a single engineer.

SaaSDeveloper Tools
Node.jsFastifyNext.jsPostgreSQLReact+1
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06

Security-First Product

VaultShare

Secure Ephemeral File Sharing

A file-sharing platform with configurable view limits, expiry timers, and access logs — files vanish after defined conditions, leaving no persistent footprint.

CybersecurityCompliance Tech
DjangoDjango REST FrameworkNext.jsPostgreSQL
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07

Product Engineering

Snip

URL Shortener with Analytics

A URL shortener with click analytics, QR code generation, and geographic distribution tracking — built for teams that want insight, not just a link.

Marketing TechAnalytics
Node.jsFastifyRechartsPostgreSQL
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08

Research + Engineering

Autonomous Trading Bot

Algorithmic Trading System

An autonomous trading system with a Flask backend that executes quantitative strategies without manual intervention.

FintechAlgorithmic Trading
PythonFlaskSQL
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Work with us

Have something hard you want to talk through?

Whether you need a production system built in weeks or a research partner for a problem that might take months to frame — reach out. We'll tell you honestly whether we're the right fit.

Start a conversationSee our work first
syed.ahris@avoryntech.comali.asghar@avoryntech.com