Balint Gorocs
Balint Gorocs

Senior Full Stack & AI/ML Engineer

Open to offers · Member since 14 Sep 2026
Location
Mindszent, Hungary
Desired salary
Unspecified
Work preference
Remote Only
Experience level
Senior

About

Professional summary

I am a Senior Full Stack & AI/ML Engineer with more than 10 years of experience designing, building, and scaling cloud-native web, mobile, SaaS, enterprise, and AI-powered applications.

I specialize in Python, TypeScript, Node.js, React, Next.js, FastAPI, Django, and Ruby on Rails. I build production-ready backend systems, modern user interfaces, REST and GraphQL APIs, microservices, event-driven services, and real-time applications.

I have hands-on experience delivering Generative AI solutions, including LLM-powered applications, AI agents, RAG pipelines, embeddings, semantic search, AI automation, and intelligent workflows. I have worked with OpenAI APIs, Anthropic Claude, Whisper, Pinecone, pgvector, PyTorch, LangChain, and Hugging Face.

I am experienced in AWS and Azure cloud environments, containerization, Kubernetes, Terraform, CI/CD automation, database optimization, and observability. My work emphasizes scalability, security, reliability, performance, and maintainable architecture.

I lead technical design decisions, mentor engineers, conduct code reviews, and collaborate with product managers, designers, stakeholders, and engineering teams. I enjoy translating ambiguous business requirements into practical, high-quality software solutions.

I use AI-assisted development tools responsibly to accelerate development, testing, debugging, documentation, and technical investigation while independently validating implementation quality and correctness.

Skills

51 capabilities

Tech stack & tools

Working toolkit

Experience

Career history

Senior Full Stack & AI Engineer Addcode

I deliver scalable web, mobile, SaaS, enterprise, and AI-powered applications for diverse client projects. I architect backend systems with Node.js, Python, FastAPI, Django, and Ruby on Rails, and develop React, Next.js, React Native, and TypeScript applications. My work includes REST and GraphQL APIs, microservices, event-driven services, real-time systems, third-party integrations, and optimized PostgreSQL, MySQL, MongoDB, and Redis data layers.

I design and operate Generative AI solutions including LLM applications, AI agents, RAG pipelines, semantic search, embeddings, and automated workflows using Anthropic Claude, OpenAI APIs, Whisper, Pinecone, pgvector, and PyTorch. I modernize AWS and Azure infrastructure with Docker, Kubernetes, Terraform, Nginx, and Linux; maintain CI/CD through GitHub Actions, GitLab CI, and Jenkins; and establish testing, observability, security, code review, mentoring, and engineering standards.

Senior Full Stack Engineer Info Support International Group B.V.

I delivered enterprise web applications across multiple client environments using React, Angular, TypeScript, Node.js, Ruby, and Python. I designed RESTful APIs and event-driven services, built backend integrations with Node.js, Ruby on Rails, FastAPI, and Django, and contributed to microservice communication through RabbitMQ and Kafka.

I optimized PostgreSQL, MySQL, and MongoDB databases through indexing, query tuning, and schema design. I also built Jenkins and GitLab CI delivery pipelines, containerized applications with Docker, implemented unit, integration, and end-to-end tests, and supported production systems through troubleshooting, monitoring, Agile ceremonies, and performance improvements.

Software Developer One IT @ University of California, Berkeley

I developed and maintained internal web applications and services supporting university operations and student systems. I created frontend interfaces with JavaScript frameworks, HTML5, and CSS3, with attention to usability and accessibility, and implemented Node.js and Python backend services and APIs integrated with internal and third-party systems.

I supported relational database development, data migrations, system maintenance, bug fixing, and performance improvements. I automated administrative and operational work with Python and shell scripting, collaborated with IT staff, designers, and stakeholders, and gained production experience with Linux, version control, and deployment workflows.

Education

Learning history

University of California, Berkeley

Bachelor of Science, Computer Science

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