Giorgi Mdivani · Founder & Lead AI Engineer
I’m Giorgi Mdivani, a senior software engineer helping founders turn ambitious ideas into production-ready software and AI products. You work with me. I bring the team when needed.
What I build
AI engineering is the sharpest edge. The same engagement can still cover the product, the cloud, and the first team around it.
Primary focus
Agents, RAG, document intelligence, and LLM features that belong in a real product — not a demo.
Product
Greenfield SaaS, web, mobile, and the backend that makes a first product shippable.
Leadership
The decisions before the first sprint: architecture, cloud, stack, and a roadmap you can hire against.
Starting from zero
Most founders I work with do not have an existing team or a legacy system to wrap. The job is to go from a sharp idea to a product in production — without a large outsourced team in the middle.
Selected work
Public engagements — hospital software, aviation compliance, and investment analytics. Each one needed senior ownership, not a layered agency bench.
Eolas Medical · Senior full-stack engineer
A production system used by hospitals and individual clinicians, with web and mobile clients on the same backend.
React Native · React · AWS · GraphQL · OpenAI
Flighter Group · Full-stack / fractional technical lead
Faster applicant processing, less manual compliance work, and a path to consistent certification data.
TypeScript · AWS Lambda · DynamoDB · Terraform · AI agents
Phoenix Court / LocalGlobe · Senior full-stack engineer
Reported 30% higher engagement on insights, 40% less analysis time, and 60% faster deploys after the pipeline work.
React · Node.js · Python · OpenAI · AWS
Directly with Giorgi
I’m a senior software and AI engineer with more than a decade shipping production systems — AWS serverless, TypeScript, and the product surface around them. I started Mdivani Agency so founders could work with me directly, then scale delivery without changing who owns the architecture.
Typical background on a call: greenfield SaaS, an AI feature that has to survive real users, or a first cloud architecture that will not need a rewrite in six months.
The studio
Mdivani Agency is the studio behind the work, not a traditional development shop. I stay the technical contact. When a product needs more than one senior engineer, I bring trusted people in — without inserting account managers between you and the build.
Discovery, architecture, and the critical path are mine. That is the point: a founder gets a senior partner, not a relay of PMs and layered developers.
Extra engineers and specialists join when the scope needs them. I remain accountable for quality, architecture, and what ships.
How I work
What you are building, who it is for, and the constraint that actually matters — time, risk, regulation, or capital.
A sharp product slice. What ships first, what waits, and what would make this the wrong project.
Stack, data, AI boundaries, and the AWS shape that will still make sense after the first fifty users.
I implement the critical path. When the work needs more hands, I bring trusted engineers and stay the technical contact.
Production, observability, and a handover you can operate — or we keep building the next slice together.
Who this is for
Named client quotes will live here when they are given for publication. Until then, this is the work people actually book.
Founders who need someone who can sit in the problem, choose the architecture, and write the first production code.
Agents, RAG, and document workflows that are evaluated, observable, and wired into a real product — not a slide.
Start with Giorgi. Add Mdivani Agency engineers when the roadmap is bigger than one person should carry.
Where
Remote-first is the default. UK startups are the primary market; the US is a close second. Time zones, English, and production AWS are already how the work happens.
Next
A conversation, not a quote form. Bring the idea, the constraint, and the date you want something in users’ hands.
