Engineering that ships.
We build production-ready AI systems, edge deployments, and scalable platforms. No prototypes — just code, deployments, and products your users can feel.
AI Product Development
Custom AI products built for your business. LLM integration, RAG pipelines, intelligent agents, and production-ready inference at scale.
- Multi-model orchestration (Claude, GPT, Gemini, local)
- Retrieval-augmented generation with vector DBs
- Agentic workflows with tool calling
- Fine-tuning and domain adaptation
Edge AI, Local & Open Models
Run models where the data lives. Open-weight LLMs served locally, small models tuned for specific tasks, and edge deployment on NVIDIA hardware — no data leaves the box.
- Local LLMs — Ollama, llama.cpp, vLLM, LM Studio for private inference
- Open models — Llama, Gemma, Mistral, Qwen, Phi, Nemotron
- Small models for edge — 1B–8B quantized, specialized for your task
- Edge hardware — Jetson AGX Orin, GB10, DGX Spark
- Optimization — TensorRT FP16/INT8, DeepStream, NIM microservices
AI Platform Design
Architecting secure, scalable, production-ready AI platforms. The infrastructure that lets your models serve millions safely.
- Multi-tenant isolation and data residency
- MLOps / LLMOps and observability
- Cost, latency, and reliability SLOs
- Security, red-teaming, and audit trails
AI Setup & Enablement
Get your team productive with AI. Claude Code, Copilot, ChatGPT Enterprise, and custom workflows — installed, trained, with playbooks.
Full-Stack Engineering
Production web apps with Next.js, React, TypeScript. Supabase backends, Vercel deployments, and Chrome extensions that ship.
Startup Advisory
Fractional CTO / technical advisor for early-stage startups. Architecture, hiring, go-to-market, and fundraising support.
From call to production in weeks, not months.
Clear process. Weekly demos. Deployments you can use immediately.
Discovery
30-minute call. We map your problem, technical landscape, and goals.
Architecture
System design, tech stack, data flow, deployment strategy. Clear plan, your approval.
Build & Ship
Weekly demos. Production-quality code. Real deployments you can use from week one.
Support
Monitoring, iteration, knowledge transfer, and ongoing partnership.
Have an AI project in mind?
Free 30-minute call. We'll map the approach together.