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Software Development & AI Customization

AI Product Engineering

End-to-end AI product delivery across application architecture, models, interfaces, deployment, monitoring, and operational hardening.

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AI Product Engineering

  • Full-stack: React, Swift, Python, Rust, TypeScript

  • AI: LLM/RAG, Computer Vision, NLP, Predictive Analytics

  • Infrastructure: Terraform, CDK, CI/CD

What You Get

End-to-end engineering from architecture through production

#1

Full-Stack Delivery

Production applications in React, Swift, Python, Rust, and TypeScript — from interfaces to infrastructure, shipped as one integrated system.

#2

AI & ML Integration

LLM/RAG, Computer Vision, NLP, and Predictive Analytics built into your product, not bolted on — with evaluation pipelines and drift monitoring.

#3

Infrastructure as Code

Terraform, CDK, and CI/CD pipelines that make deployments repeatable, auditable, and safe from day one.

#4

Production Hardening

Automated testing, observability, and security hardening included in every sprint — not deferred to a future phase.

Technical Capabilities

Production-tested technologies across the full stack

AI / ML

  • LLM/RAG pipelines
  • Computer Vision
  • NLP & Document Intelligence
  • Predictive Analytics

Full-Stack Development

  • React & Next.js
  • Python & Rust
  • TypeScript & Swift
  • REST & GraphQL APIs

Data Engineering

  • Snowflake & BigQuery
  • Medallion Architecture
  • ETL/ELT Pipelines
  • Real-time Streaming

Infrastructure & DevOps

  • Terraform & CDK
  • CI/CD Pipelines
  • Docker & ECS/Fargate
  • Security Hardening

Frequently Asked Questions

We work with LLMs, RAG pipelines, computer vision, NLP, LiDAR processing, predictive analytics, and document intelligence. We choose the right tool for the problem - not the most hyped technology.
Yes. We handle the full lifecycle: architecture design, backend/frontend development, AI/ML integration, infrastructure provisioning, CI/CD, testing, monitoring, and production deployment. Our client case studies page shows examples of complete products we have shipped.
Testing is not an afterthought. We build comprehensive test suites from day one - unit, integration, and end-to-end. Our civic infrastructure project has 2,000+ automated tests. Our client projects have 17,800+ tests. We also include monitoring, alerting, and security hardening as standard.
Both. We are equally comfortable building from scratch or improving existing systems. We have migrated monoliths to microservices, modernized legacy data pipelines, and integrated AI capabilities into existing products.
Primarily AWS (our deepest expertise - Lambda, ECS, SageMaker, CDK) and GCP (BigQuery, Cloud Run). We also work with Azure when required. All infrastructure is defined as code using Terraform or CDK.

Advisory Mandate

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