Skip to content
View tkimhofer's full-sized avatar
  • Germany

Block or report tkimhofer

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
tkimhofer/README.md

๐Ÿ‘‹ About

I'm a data scientist & engineer with a research background and a hands-on mindset for turning ideas into working software. I design and build robust, production-grade data solutions โ€” from early-stage prototypes to fully deployed systems.

My work spans the full stack: cloud data pipelines, ML workflows, REST APIs, and web integrations. Whether for SaaS platforms or internal tools, I focus on performance, transparency, and practical usability.

๐Ÿš€ What I do

  • Rapidly prototype and scale data & ML pipelines (Databricks, GCP, BigQuery)
  • Build and deploy APIs and backend systems for production use (e.g. procurement, manufacturing)
  • Deliver analytics-driven tools for e-commerce (Shopify, headless APIs, custom dashboards)
  • Optimise code and computation with C++, Rcpp/Armadillo, and efficient infra
  • Support end-to-end lifecycle: from idea to global rollout
  • Explore and define new use cases as a freelance contributor

๐Ÿง  Previously

  • Senior Data Analyst E-commerce, omos media โ€” built Shopify-integrated tools for order quality assurance and demand forecasting
  • Senior Expert, ALDI Data & Analytics โ€” led design, prototyping, and rollout of data use cases across international buying and supplier domains (SaaS model)
  • Lecturer & Research Fellow โ€” headed data science and ML projects in metabolomics at Imperial College London ๐Ÿ‡ฌ๐Ÿ‡ง and Murdoch University ๐Ÿ‡ฆ๐Ÿ‡บ

๐Ÿ“ฆ On GitHub

Most of whatโ€™s public here reflects academic and open development efforts.

Many recent projects are proprietary and are not publicly visible.

๐Ÿค Freelance & Collab

Into smart tools, lean builds, and real-world impact?
Letโ€™s connect.

LinkedIn

Pinned Loading

  1. retrieval-gen retrieval-gen Public

    End-to-end Retrieval Augmented Generation (RAG) workflow for council meeting minutes of Stadtrat Duisburg.

    Python

  2. checkpoint_fragebogen checkpoint_fragebogen Public

    ๐Ÿ‡ฉ๐Ÿ‡ช ๐Ÿ‡ฌ๐Ÿ‡ง ๐Ÿ‡น๐Ÿ‡ท ๐Ÿ‡บ๐Ÿ‡ฆ Multilingual desktop app for anonymous STI testing at Aids Hilfe Duisburg & Kreis Wesel

    TypeScript

  3. metabom8 metabom8 Public

    R library for 1D NMR metabolomics workflows. Features include Bruker NMR data import and preprocessing, statistical modeling (PCA, O-PLS), metabolite identification, and visualization (ggplot2, ploโ€ฆ

    R 3 5

  4. msbrowser msbrowser Public

    MSBrowser is an R Shiny dashboard for interactive visualization and fine-tuning of peak picking parameters in the xcms R package. It supports LC-MS and GC-MS data for small molecule metabolomics anโ€ฆ

    R 7 2

  5. ecom_backend ecom_backend Public

    Scalable e-commerce backend API built with FastAPI and async Python. It handles requests efficiently, uses minimal resources, and is containerized with Docker for flexible cloud deployment. Core feโ€ฆ

    Python

  6. metaboRAG metaboRAG Public

    MetaboRAG is an AI-driven platform interpreting metabolomics data by combining curated biochemical databases and large language models. Using retrieval-augmented generation, it links metabolite chaโ€ฆ

    1