Work
Selected work
Engagements Giorgi has owned or led in production. Outcomes below are from public descriptions of that work — not invented testimonials.
Eolas Medical · Senior full-stack engineer
Hospital knowledge app with AI search
- Problem
- Clinicians needed one place for guidelines, private hospital documents, and onboarding — searchable, secure, and usable on web and mobile.
- What was built
- High-availability hospital application with content management, secure messaging, fine-grained access, and AI-assisted search across millions of medical guidelines.
- Technical / AI challenge
- HIPAA-sensitive data, cross-platform sync, and an AI search path that stays inside access controls.
- Giorgi’s role and outcome
- 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
Aviation onboarding and document intelligence
- Problem
- Aviation onboarding was slow and manual: certificates, identity documents, and compliance checks lived in email and shared drives.
- What was built
- Serverless multi-stage onboarding on AWS — S3/KMS storage, Lambda validation, EventBridge workflows, and AI-assisted document processing.
- Technical / AI challenge
- Sensitive aviation data, SOC 2 readiness, and automation that does not skip a required human check.
- Giorgi’s role and outcome
- 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
AI analytics for investment teams
- Problem
- Investment analysts were spending too long turning raw signals into something a partner could act on.
- What was built
- React and Node features plus Python/PostgreSQL tools that detect trends and surface funding opportunities, with an AWS pipeline to ship them.
- Technical / AI challenge
- Useful AI for domain experts — predictive analytics and workflow automation without a black-box that nobody trusts.
- Giorgi’s role and outcome
- Reported 30% higher engagement on insights, 40% less analysis time, and 60% faster deploys after the pipeline work.
React · Node.js · Python · OpenAI · AWS