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I am a Full Stack AI Engineer with 7+ years of experience building intelligent, production-grade systems. I specialise in AI diagnostic platforms, medical workflow automation, LLM integrations, and scalable web applications. I have a proven track record delivering HIPAA/GDPR-compliant solutions used in real clinical environments. I am available immediately for full-time or contract engagements. I have led cross-functional teams, architected multi-model AI pipelines, and delivered solutions that improve patient intake throughput and clinical decision support. I thrive on building pragmatic systems that balance cutting-edge AI with reliability, security, and user-centric design.…I am a Full Stack AI Engineer with 7+ years of experience building intelligent, production-grade systems. I specialise in AI diagnostic platforms, medical workflow automation, LLM integrations, and scalable web applications. I have a proven track record delivering HIPAA/GDPR-compliant solutions used in real clinical environments. I am available immediately for full-time or contract engagements. I have led cross-functional teams, architected multi-model AI pipelines, and delivered solutions that improve patient intake throughput and clinical decision support. I thrive on building pragmatic systems that balance cutting-edge AI with reliability, security, and user-centric design.

Stefan Petrovo

Full Stack Developer, AI Engineer, Data Scientist, +2

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I am a Full Stack AI Engineer with 7+ years of experience building intelligent, production-grade systems. I specialise in AI diagnostic platforms, medical workflow automation, LLM integrations, and scalable web applications. I have a proven track record delivering HIPAA/GDPR-compliant solutions used in real clinical environments. I am available immediately for full-time or contract engagements. I have led cross-functional teams, architected multi-model AI pipelines, and delivered solutions that improve patient intake throughput and clinical decision support. I thrive on building pragmatic systems that balance cutting-edge AI with reliability, security, and user-centric design.…I am a Full Stack AI Engineer with 7+ years of experience building intelligent, production-grade systems. I specialise in AI diagnostic platforms, medical workflow automation, LLM integrations, and scalable web applications. I have a proven track record delivering HIPAA/GDPR-compliant solutions used in real clinical environments. I am available immediately for full-time or contract engagements. I have led cross-functional teams, architected multi-model AI pipelines, and delivered solutions that improve patient intake throughput and clinical decision support. I thrive on building pragmatic systems that balance cutting-edge AI with reliability, security, and user-centric design.

Available to hire

I am a Full Stack AI Engineer with 7+ years of experience building intelligent, production-grade systems. I specialise in AI diagnostic platforms, medical workflow automation, LLM integrations, and scalable web applications. I have a proven track record delivering HIPAA/GDPR-compliant solutions used in real clinical environments. I am available immediately for full-time or contract engagements.

I have led cross-functional teams, architected multi-model AI pipelines, and delivered solutions that improve patient intake throughput and clinical decision support. I thrive on building pragmatic systems that balance cutting-edge AI with reliability, security, and user-centric design.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Polish

Fluent

Work Experience

Senior Full Stack AI Engineer at HealthAI Solutions

April 1, 2023 - March 1, 2026

Led engineering of a HIPAA-compliant AI diagnostic platform serving 50+ hospital networks. Architected multi-model AI pipelines for dermatology image classification (PyTorch + OpenAI Vision) achieving 94% diagnostic accuracy. Built real-time telemedicine infrastructure with WebRTC, automated e-prescriptions, and lab workflow automation. Managed a team of 4 engineers and drove 3× throughput improvement in patient intake processing.

Full Stack Engineer — AI & Automation at MedCore Systems

August 1, 2021 - March 1, 2023

Shipped a hospital automation platform reducing manual triage and lab intake time by 71%. Integrated NLP-driven document parsing for medical records using HuggingFace Transformers. Built predictive inventory reorder logic (XGBoost) reducing supply waste by 38%. Delivered React dashboards enabling clinical staff to query AI outputs with zero training overhead.

Software Engineer — Backend & ML at DataEdge Analytics

February 1, 2020 - July 1, 2021

Built predictive analytics microservices for SaaS fintech clients. Developed demand forecasting models with 87% accuracy. Created REST APIs in Django and real-time dashboards in React. Optimised ETL pipelines via async task queuing, achieving 3× throughput improvements.

Junior Full Stack Developer at TechForge Digital

March 1, 2018 - January 1, 2020

Developed client-facing web apps and internal tooling. Built e-commerce platforms with Next.js and Laravel, integrated Stripe payments, automated CI/CD pipelines. Built a sentiment analysis module processing 500K+ social media posts per week using spaCy.

Software Engineering Intern at Atlassian

November 1, 2017 - February 1, 2018

Contributed to Jira platform team. Wrote automated test suites and assisted in migrating REST endpoints to GraphQL.