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 / Full Time
Experience level
Senior

About

Professional summary

I am a Senior Full Stack and 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 scalable backend services, modern user interfaces, REST and GraphQL APIs, microservices, event-driven systems, and real-time applications.

I have strong hands-on experience delivering Generative AI solutions, including LLM-powered applications, AI agents, RAG pipelines, embeddings, semantic search, intelligent workflows, prompt engineering, and production AI integrations.

I work extensively with AWS, Azure, Docker, Kubernetes, Terraform, CI/CD, PostgreSQL, MongoDB, and Redis. I focus on performance, reliability, security, observability, automation, and maintainable software architecture.

I have led technical design decisions, code reviews, mentoring, and engineering standards while collaborating with product managers, designers, stakeholders, and cross-functional engineering teams.

I am experienced in taking products from concept through production, optimizing application and database performance, implementing robust testing strategies, and delivering reliable solutions for diverse client and enterprise environments.

Skills

50 capabilities

Tech stack & tools

Working toolkit

Experience

Career history

Senior Full Stack & AI Engineer Addcode

I deliver scalable web, mobile, SaaS, and enterprise applications for diverse client projects. I architect backend systems with Node.js, Python, FastAPI, Django, and Ruby on Rails, and build REST, GraphQL, microservice, event-driven, and real-time solutions.

I design and implement AI/ML and Generative AI products, including LLM applications, AI agents, RAG pipelines, embeddings, semantic search, and automation workflows. I operate cloud infrastructure on AWS and Azure using Docker, Kubernetes, Terraform, CI/CD, and observability tooling; optimize database and application performance; implement automated testing; and lead technical design, code reviews, mentoring, and engineering standards.

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

I delivered enterprise web applications across client environments using React, Angular, TypeScript, Node.js, Ruby, and Python. I designed RESTful APIs, event-driven services, backend integrations, and scalable microservice communication using RabbitMQ and Kafka.

I optimized PostgreSQL, MySQL, and MongoDB workloads through indexing, query tuning, and schema design. I also built CI/CD pipelines with Jenkins and GitLab CI, containerized applications with Docker, wrote automated tests, supported production systems, and participated in Agile/Scrum planning and delivery.

Software Developer One IT @ University of California, Berkeley

I developed and maintained internal web applications and services supporting university operations and student systems. I built frontend interfaces with JavaScript, HTML5, and CSS3, and implemented backend APIs using Node.js and Python.

I assisted with relational database development, data migrations, and third-party integrations. I automated administrative tasks with Python and shell scripting, collaborated with IT staff and stakeholders, and contributed to system maintenance, bug fixes, performance improvements, Linux operations, version control, and deployment workflows.

Education

Learning history

University of California, Berkeley

Bachelor of Science, Computer Science

Bachelor of Science in Computer Science.

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