About me

Founder and CEO of Nicia AI, consultant, and fractional CTO. I build AI systems that actually solve problems, engineer organizations for the age of automation, and ensure your software is a delight, not a disaster. I’ve built large-scale platforms for scientific publishing, dozens of startup MVPs, and everything in between.

I'm available for quick calls or long-term engagements. You can book a call with me directly on my calendar below, the first call is free. Who knows, maybe I can solve your problem on the first call and we can get on to bigger and better things together.

Paul Dlug

Services

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AI-First Organization Design

Your engineering team needs AI pair programmers, your ops team needs an army of AI agents, your marketing team needs AI-powered content, and your execs need a strategy anchored in machine intelligence and human augmentation.

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RAG, Search, and Retrieval

Retrieval Augmented Generation (RAG) lets large language models tap into your own data for more accurate, relevant answers. The key is a strong retrieval foundation. With two decades of experience building large-scale search systems, I’ll help you build RAG and LLM-powered solutions that deliver.

Applied Research & Experimentation

We don’t know what’s possible until we try. I’ll help design experiments, build prototypes, and iterate quickly—finding what works and informing smart bets on the future.

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AI Application Architecture & Engineering

From system architecture and data pipelines to library choices and model integrations, I guide you through critical design decisions—ensuring your AI solutions are built on a solid, scalable foundation. I can make sure your MVP succeeds or help you take your MVP from a prototype to a product.

Latest Articles

Typescript production deploys with docker

Here's my preferred production Dockerfile. It uses a multi-stage build to ensure layers are cached for package dependencies, source code, and build artifacts.

Let's Work Together