CodeDelivered
US-led · nearshore talent · your time zone

AI Engineering & Full-Stack Development, Delivered.

Senior US and nearshore engineers building intelligent, scalable products — governed, secure, and shipped on time.

5
production platforms shipped
1.4M+
pages indexed & queried
4
frontier models orchestrated
100%
in your time zone
What we deliver

Three teams in one, on demand.

AI, product engineering, and infrastructure under one roof — scale any of them up or down as your roadmap moves.

/ 01

AI Engineering

LLM apps, RAG & agents

Custom LLM applications, retrieval pipelines, and agentic automation — architected, evaluated, and shipped by engineers who build with frontier models every day.

  • RAG & vector search
  • Agent orchestration
  • Evals & guardrails
vLLMOpenAIAnthropicLangChainVector DBsPython
/ 02

Full-Stack Development

Web apps that scale

Modern, type-safe web applications built by senior US and nearshore engineers — spin the team up or down as your roadmap demands, without the agency overhead.

  • Type-safe end to end
  • Design-led front ends
  • Flexible team scaling
ReactNext.jsNode.jsTypeScriptPostgreSQL
/ 03

Cloud & DevOps

Ship faster, sleep better

Resilient cloud infrastructure, CI/CD, and automated deployment workflows — managed end to end so releases are boring and your team ships on Fridays.

  • Infra as code
  • CI/CD pipelines
  • Observability built in
AWSGCPDockerKubernetesTerraform
Featured work

Shipped. In production.

A sample of recent builds — from frontier-model platforms to enterprise workflow systems.

Coming Soon
AI Platform

Ovation AI — AEO Platform

Agentic Engine Optimization platform that audits SMB websites for AI-search visibility, simulates real LLM queries across ChatGPT, Claude, Perplexity & Gemini, and generates remediation assets with before/after PDF reports.

PythonLangGraphCrawl4AIPydanticSQLAlchemyClaudeGPT-5PerplexityGeminiWeasyPrint
Analytics

Vault AI Systems

Real-time analytics platform with LLM-powered insights and natural-language queries over live operational data.

UbuntuNvidia Container ToolkitHarborAnsibleDockerPrometheusGrafanaVector DBvLLMCUDA
Legal RAG

Deagle Labs

Multimodal RAG investigation platform for legal document intelligence — ingests, analyzes, and queries 1.4M+ pages of mixed-format legal documents.

FastAPILangGraphClaude AIQdrantNeo4jReactCeleryPostgreSQLDocling
Mobile + CV

Wine Shelf Scanner

AI-powered wine identification app that scans store shelves and overlays ratings from 191K+ wines instantly.

Next.jsSwiftUIFastAPIGoogle Cloud VisionClaude AISQLite
Enterprise

Boston Scientific — Compass

Custom FP&A workflow platform connecting enterprise SaaS systems through unified API integration.

Nest.jsNxAngular 20AWS
Inside the workshop

What’s in our editor right now

The real stack our engineers reach for every day — frontier-model tooling, type-safe web, and the infra that keeps it all running.

# requirements.txt
1fastapi==0.120 # Core API framework
2llama-index>=0.14 # RAG orchestration engine
3pymilvus==2.6 # Vector database client
4openai==2.23 # OpenAI LLM provider
5unstructured==0.18 # Document processing (30+ formats)
6sqlalchemy==2.0 # Database ORM
7asyncpg==0.30 # Async PostgreSQL driver
8celery==5.5 # Async task queue
9redis==7.0 # Cache & message broker
10opensearch-py==3.0.0 # Full-text search engine
11uvicorn[standard]==0.38 # ASGI server
12opentelemetry-sdk==1.38 # Observability & tracing
13litellm==1.78 # Multi-LLM provider proxy
14google-genai==0.1 # Google Gemini SDK
15torch==2.10 # PyTorch deep learning framework
16tensorflow==2.20 # ML framework for training & inference
17vllm==0.15 # High-throughput LLM serving engine
18cuda-toolkit==13.1 # NVIDIA GPU compute platform
19stripe==14.3 # Payment processing platform
20twilio==9.10 # Communications API (SMS, voice)
Always shipping

Live from our GitHub

Contribution activity across personal and client work — pulled straight from GitHub.

Personal — @jcarlinView profile →
 
Work — @jcarlin-OFView profile →
 
Let’s build together

Have something worth shipping?

Tell us what you’re building. We’ll come back within one business day with a plan, a team, and a timeline.