Antonio Simunic-Senior AI/Fullstack Engineer
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Experience
Senior AI/Fullstack Engineer
Siemens
- Architected and delivered an intelligent knowledge platform enabling engineers to search, analyze, and retrieve information from millions of technical documents and operational manuals using natural language
- Built Retrieval-Augmented Generation (RAG) pipelines using vector databases, embeddings, semantic search, and LLMs, improving knowledge retrieval efficiency by ~40%
- Developed scalable microservices and backend systems using Java Spring Boot, Python, and C# .NET, deployed on Azure cloud infrastructure, supporting high-volume operational data processing
- Designed and deployed cloud-native event-driven systems on Azure Kubernetes Service (AKS) and Docker, improving system scalability and reliability
- Designed modern web dashboards using React, Angular, and TypeScript for real-time visibility into equipment performance and analytics
- Implemented AI-powered document summarization and workflow automation, reducing manual reporting effort by ~35%
- Built CI/CD pipelines using Azure DevOps and Git-based workflows, reducing deployment cycle time by ~40%
- Collaborated with cross-functional teams to deliver large-scale digital transformation initiatives
Senior Fullstack Engineer
Stripe
- Developed scalable financial systems and distributed services supporting payment processing, transaction analytics, and merchant operations
- Built customer-facing applications and internal platforms using React and TypeScript, improving workflow efficiency
- Designed and implemented microservices using Java, Python, and C# .NET deployed on AWS cloud infrastructure, supporting high availability and fault tolerance
- Built and managed cloud-native services using AWS (EC2, S3, Lambda, API Gateway) with focus on scalability and cost efficiency
- Implemented machine learning solutions for fraud detection and risk scoring, improving model accuracy
- Developed feature engineering and ML pipelines using Python and TensorFlow, reducing model iteration time by ~30%
- Built AI-powered internal tools using LLMs for payment investigation and support automation, reducing manual operational effort
- Implemented semantic search and RAG systems using embeddings and vector databases, improving knowledge retrieval speed by ~35–45%
- Designed event-driven and asynchronous architectures using cloud messaging and caching systems, improving system throughput
- Optimized APIs and databases, reducing latency by ~25–35%
- Built CI/CD pipelines and observability systems using AWS-native tools, improving deployment speed and incident response time
Software Consultant
Capgemini
- Developed and maintained enterprise applications for global clients across various industries
- Built responsive web applications using Angular, JavaScript, HTML, CSS, and TypeScript
- Developed backend services and business logic using Java (Spring Boot) and C#
- Worked closely with business analysts and stakeholders to translate requirements into technical solutions
- Created REST APIs and integrated third-party services to support business applications
- Participated in Agile ceremonies including sprint planning, retrospectives, and daily standups
- Wrote unit tests and performed code reviews to maintain code quality and reliability
- Assisted with application deployments, production support, and issue resolution
- Contributed to database design, query optimization, and performance improvements
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Banking and Finance, Professional Services, and Manufacturing.
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Product Development, and Research and Development.
Summary
Senior Full Stack /AI Engineer with 8+ years of experience building scalable web applications, APIs, and cloud-based systems across fintech and enterprise domains. Experienced in Machine Learning since 2022 and Generative AI since 2024, building intelligent applications using LLMs, RAG, and data-driven automation to improve business processes.
Skills
- Python
- C#
- Javascript
- Typescript
- Java
- Sql
- Bash
- React.Js
- Angular
- Redux
- Next.Js
- React Native
- Html5
- Css3
- Sass
- Tailwind Css
- Micro-Frontend Architecture
- Node.Js (Express, Nestjs)
- Ruby On Rails
- Fastapi
- Flask
- Restful Apis
- Graphql
- Grpc
- Distributed Systems
- Event-Driven Architecture
- Microsoft Azure
- Aws
- Gcp
- Docker
- Kubernetes
- Terraform
- Ci/Cd (Azure Devops, Github Actions)
- Openai Api
- Hugging Face Transformers
- Retrieval-Augmented Generation (Rag)
- Ai Agents
- Nlp Systems
- Prompt Engineering
- Mlops
- Azure Ai Search
- Postgresql
- Mongodb
- Redis
- Sql Server
- Cosmos Db
- Elasticsearch
- Opentelemetry
- Prometheus
- Grafana
- Logging & Monitoring
- Performance Optimization
- Distributed Tracing
Languages
Education
University of Zagreb
Master’s in Computer Science · Computer Science · Zagreb, Croatia
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Experience
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