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Sebastian Pusch

@sebastianpusch

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Full Stack Developer who built a pulmonary disease diagnosis platform with deep learning and FastAPI.

Netherlands

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I built the Pulmonary Disease Diagnosis Platform, a full-stack diagnostic web application with a deep learning pipeline using FastAPI and Docker. I developed its backend REST API for image processing, real-time model inference, and Grad-CAM visualizations.

As a Full Stack Developer at Sustainable Brand Platform, I built backend APIs in Laravel and frontend interfaces in TypeScript and Vue.js, collaborating with the science team on product lifecycle impacts and supply chain sustainability. I also worked on full-stack applications at Appfactory Srl and served as a Teaching Assistant at the University of Groningen.

Experience

Work history, roles, and key accomplishments

Teaching Assistant

University of Groningen

Aug 2024 - Jul 2026 (1 year 11 months)

Graded assignments, guided students through course projects, and delivered live coding tutorials for courses in Applied Machine Learning and Object-Oriented Programming in Python.

Python Machine Learning Object Oriented Programming Teaching Grading Live Coding

Full Stack Developer

Sustainable Brand Platform

Jan 2023 - Dec 2023 (11 months)

Built robust backend APIs in Laravel and dynamic frontend interfaces in TypeScript and Vue.js, collaborating cross-functionally with the science team to measure product lifecycle impacts and supply chain sustainability.

Laravel TypeScript Vue.Js Backend Development Frontend Development Cross Functional Collaboration

Full Stack Developer

Appfactory Srl

Jan 2021 - Feb 2022 (1 year 1 month)

Developed client-facing and internal full-stack applications with a focus on backend architecture using Node.js, PHP 7/8, Docker, MongoDB, and Elasticsearch, alongside React.js frontend interfaces.

NodeJS PHP Docker MongoDB Elasticsearch React Fullstack Development