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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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jannikseus/README.md

Profile

Master’s student (thesis phase), focused on backend and distributed systems, moving toward full-stack.

I build scalable systems with an emphasis on architecture, reliability, and maintainability. Interested in combining solid system design with practical ML.

Stack

Python TypeScript Java Docker Kubernetes

Python • TypeScript • Java Docker • Kubernetes

Focus: backend systems, APIs, data pipelines, distributed systems, ML integration

Thesis

Data Drift Detection in Industrial Image Processing Systems

  • Detecting drift in image-based ML systems
  • Integration into scalable pipelines
  • Prototype + evaluation and comparison

Principles

  • Design for scale and failure
  • Keep systems simple and composable
  • Prefer explicit, typed interfaces
  • Optimize based on measurement

Contact

https://jannikseus.tech https://www.linkedin.com/in/jannik-seus

Popular repositories Loading

  1. marketing_analytics marketing_analytics Public

    data mining project of marketing analytics

  2. QPED-O3 QPED-O3 Public

    Forked from qped-eu/MASS-checker

    Fork of QPED-O3 repository.

    Java

  3. feedback-programming-beginners feedback-programming-beginners Public

    Example project that contains various code smells. This Java project is used to run various tools that analyze class design and metrics.

    Java

  4. nlp-project-ae nlp-project-ae Public

    This repository is used to implement a machine learning task referring to Aspect Extraction (AE) of restaurant or laptop reviews. It is implemented as a sequence labeling task.

    Jupyter Notebook

  5. umwelttechnik umwelttechnik Public

    ml übungen umwelttechnik

    Jupyter Notebook

  6. portfolio-website portfolio-website Public

    Small portfolio website with some handy information on what i do.

    Svelte